Metadata Report

Dataset statistics

Number of variables	34
Number of observations	5800
Missing cells	20378
Missing cells (%)	10.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.5 MiB
Average record size in memory	272.0 B

Variable types

Numeric	8
Categorical	24
DateTime	2

Warnings

`cnt` has constant value "United States"	Constant
`gen` has a high cardinality: 117 distinct values	High cardinality
`sp` has a high cardinality: 193 distinct values	High cardinality
`ssp` has a high cardinality: 275 distinct values	High cardinality
`en` has a high cardinality: 218 distinct values	High cardinality
`rec` has a high cardinality: 394 distinct values	High cardinality
`loc` has a high cardinality: 2456 distinct values	High cardinality
`alt` has a high cardinality: 245 distinct values	High cardinality
`type` has a high cardinality: 276 distinct values	High cardinality
`url` has a high cardinality: 5800 distinct values	High cardinality
`file` has a high cardinality: 5800 distinct values	High cardinality
`file-name` has a high cardinality: 5800 distinct values	High cardinality
`sono` has a high cardinality: 5800 distinct values	High cardinality
`uploaded` has a high cardinality: 1868 distinct values	High cardinality
`also` has a high cardinality: 1089 distinct values	High cardinality
`rmk` has a high cardinality: 3336 distinct values	High cardinality
`lng` is highly correlated with `lat`	High correlation
`pred` is highly correlated with `gender`	High correlation
`age` is highly correlated with `lic` and 2 other fields	High correlation
`lic` is highly correlated with `age` and 3 other fields	High correlation
`month` is highly correlated with `age`	High correlation
`playback-used` is highly correlated with `lic` and 2 other fields	High correlation
`bird-seen` is highly correlated with `lic` and 2 other fields	High correlation
`lat` is highly correlated with `lng`	High correlation
`id` is highly correlated with `age` and 3 other fields	High correlation
`gender` is highly correlated with `pred`	High correlation
`lic` is highly correlated with `playback-used` and 3 other fields	High correlation
`q` is highly correlated with `cnt`	High correlation
`playback-used` is highly correlated with `lic` and 2 other fields	High correlation
`bird-seen` is highly correlated with `lic` and 2 other fields	High correlation
`length` is highly correlated with `cnt`	High correlation
`cnt` is highly correlated with `lic` and 7 other fields	High correlation
`pred` is highly correlated with `cnt`	High correlation
`age` is highly correlated with `lic` and 1 other fields	High correlation
`gender` is highly correlated with `cnt`	High correlation
`ssp` has 4974 (85.8%) missing values	Missing
`lat` has 90 (1.6%) missing values	Missing
`lng` has 90 (1.6%) missing values	Missing
`alt` has 113 (1.9%) missing values	Missing
`time` has 765 (13.2%) missing values	Missing
`rmk` has 2007 (34.6%) missing values	Missing
`gender` has 5369 (92.6%) missing values	Missing
`age` has 5350 (92.2%) missing values	Missing
`hour` has 765 (13.2%) missing values	Missing
`minute` has 765 (13.2%) missing values	Missing
`url` is uniformly distributed	Uniform
`file` is uniformly distributed	Uniform
`file-name` is uniformly distributed	Uniform
`sono` is uniformly distributed	Uniform
`df_index` has unique values	Unique
`id` has unique values	Unique
`url` has unique values	Unique
`file` has unique values	Unique
`file-name` has unique values	Unique
`sono` has unique values	Unique
`minute` has 1468 (25.3%) zeros	Zeros

Reproduction

Analysis started	2021-05-18 03:29:20.108602
Analysis finished	2021-05-18 03:29:59.877376
Duration	39.77 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

df_index
Real number (ℝ_≥0)

UNIQUE

Distinct	5800
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31596.66534

Minimum	96
Maximum	56349
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.4 KiB

Quantile statistics

Minimum	96
5-th percentile	5197.6
Q1	20197.75
median	30148
Q3	44815.25
95-th percentile	53881.95
Maximum	56349
Range	56253
Interquartile range (IQR)	24617.5

Descriptive statistics

Standard deviation	14833.50656
Coefficient of variation (CV)	0.4694643056
Kurtosis	-1.073955198
Mean	31596.66534
Median Absolute Deviation (MAD)	12458.5
Skewness	-0.1065286806
Sum	183260659
Variance	220032916.7
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
28674	1	< 0.1%
21840	1	< 0.1%
23885	1	< 0.1%
21836	1	< 0.1%
48170	1	< 0.1%
34693	1	< 0.1%
56284	1	< 0.1%
46404	1	< 0.1%
40257	1	< 0.1%
21824	1	< 0.1%
Other values (5790)	5790	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
96	1	< 0.1%
97	1	< 0.1%
107	1	< 0.1%
108	1	< 0.1%
110	1	< 0.1%
118	1	< 0.1%
129	1	< 0.1%
132	1	< 0.1%
133	1	< 0.1%
134	1	< 0.1%

Value	Count	Frequency (%)
56349	1	< 0.1%
56347	1	< 0.1%
56340	1	< 0.1%
56328	1	< 0.1%
56300	1	< 0.1%
56292	1	< 0.1%
56290	1	< 0.1%
56287	1	< 0.1%
56285	1	< 0.1%
56284	1	< 0.1%

id
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	5800
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	284724.9333

Minimum	1136
Maximum	645833
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.4 KiB

Quantile statistics

Minimum	1136
5-th percentile	31117.95
Q1	131032.25
median	287950.5
Q3	416548.25
95-th percentile	589361.05
Maximum	645833
Range	644697
Interquartile range (IQR)	285516

Descriptive statistics

Standard deviation	176525.3395
Coefficient of variation (CV)	0.6199855331
Kurtosis	-1.013163156
Mean	284724.9333
Median Absolute Deviation (MAD)	149852
Skewness	0.2401113325
Sum	1651404613
Variance	3.11611955 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34817	1	< 0.1%
253325	1	< 0.1%
582672	1	< 0.1%
13835	1	< 0.1%
478599	1	< 0.1%
173446	1	< 0.1%
580997	1	< 0.1%
13700	1	< 0.1%
111309	1	< 0.1%
548225	1	< 0.1%
Other values (5790)	5790	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1136	1	< 0.1%
1140	1	< 0.1%
1157	1	< 0.1%
1160	1	< 0.1%
1191	1	< 0.1%
1193	1	< 0.1%
1194	1	< 0.1%
1195	1	< 0.1%
1197	1	< 0.1%
1198	1	< 0.1%

Value	Count	Frequency (%)
645833	1	< 0.1%
645816	1	< 0.1%
645797	1	< 0.1%
645793	1	< 0.1%
645533	1	< 0.1%
645523	1	< 0.1%
645522	1	< 0.1%
645520	1	< 0.1%
645519	1	< 0.1%
645149	1	< 0.1%

gen
Categorical

HIGH CARDINALITY

Distinct	117
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	45.4 KiB

Setophaga	381
Vireo	211
Empidonax	173
Geothlypis	144
Pipilo	144
Other values (112)	4747

Length

Max length	15
Median length	9
Mean length	8.489310345
Min length	4

Characters and Unicode

Total characters	49238
Distinct characters	43
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Branta
2nd row	Branta
3rd row	Branta
4th row	Branta
5th row	Branta

Common Values

Value	Count	Frequency (%)
Setophaga	381	6.6%
Vireo	211	3.6%
Empidonax	173	3.0%
Geothlypis	144	2.5%
Pipilo	144	2.5%
Melospiza	141	2.4%
Cyanocitta	141	2.4%
Troglodytes	127	2.2%
Corvus	114	2.0%
Poecile	112	1.9%
Other values (107)	4112	70.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
setophaga	381	6.6%
vireo	211	3.6%
empidonax	173	3.0%
pipilo	144	2.5%
geothlypis	144	2.5%
melospiza	141	2.4%
cyanocitta	141	2.4%
troglodytes	127	2.2%
corvus	114	2.0%
poecile	112	1.9%
Other values (107)	4112	70.9%

Most occurring characters

Value	Count	Frequency (%)
a	4852	9.9%
o	4697	9.5%
e	3886	7.9%
i	3840	7.8%
s	3509	7.1%
l	2789	5.7%
r	2748	5.6%
t	2649	5.4%
u	2466	5.0%
p	2180	4.4%
Other values (33)	15622	31.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	43438	88.2%
Uppercase Letter	5800	11.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	4852	11.2%
o	4697	10.8%
e	3886	8.9%
i	3840	8.8%
s	3509	8.1%
l	2789	6.4%
r	2748	6.3%
t	2649	6.1%
u	2466	5.7%
p	2180	5.0%
Other values (13)	9822	22.6%

Uppercase Letter

Value	Count	Frequency (%)
S	884	15.2%
P	866	14.9%
C	835	14.4%
M	548	9.4%
T	513	8.8%
A	316	5.4%
L	271	4.7%
V	227	3.9%
E	198	3.4%
G	185	3.2%
Other values (10)	957	16.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	49238	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	4852	9.9%
o	4697	9.5%
e	3886	7.9%
i	3840	7.8%
s	3509	7.1%
l	2789	5.7%
r	2748	5.6%
t	2649	5.4%
u	2466	5.0%
p	2180	4.4%
Other values (33)	15622	31.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	49238	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	4852	9.9%
o	4697	9.5%
e	3886	7.9%
i	3840	7.8%
s	3509	7.1%
l	2789	5.7%
r	2748	5.6%
t	2649	5.4%
u	2466	5.0%
p	2180	4.4%
Other values (33)	15622	31.7%

sp
Categorical

HIGH CARDINALITY

Distinct	193
Distinct (%)	3.3%
Missing	0
Missing (%)	0.0%
Memory size	45.4 KiB

americana	152
ludovicianus	132
carolinensis	128
canadensis	108
melodia	95
Other values (188)	5185

Length

Max length	16
Median length	9
Mean length	8.723275862
Min length	4

Characters and Unicode

Total characters	50595
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	canadensis
2nd row	canadensis
3rd row	canadensis
4th row	canadensis
5th row	canadensis

Common Values

Value	Count	Frequency (%)
americana	152	2.6%
ludovicianus	132	2.3%
carolinensis	128	2.2%
canadensis	108	1.9%
melodia	95	1.6%
cristata	94	1.6%
bicolor	84	1.4%
caerulea	80	1.4%
aedon	76	1.3%
cardinalis	76	1.3%
Other values (183)	4775	82.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
americana	152	2.6%
ludovicianus	132	2.3%
carolinensis	128	2.2%
canadensis	108	1.9%
melodia	95	1.6%
cristata	94	1.6%
bicolor	84	1.4%
caerulea	80	1.4%
aedon	76	1.3%
cardinalis	76	1.3%
Other values (183)	4775	82.3%

Most occurring characters

Value	Count	Frequency (%)
a	6389	12.6%
i	6160	12.2%
s	4764	9.4%
r	3657	7.2%
c	3630	7.2%
l	3463	6.8%
e	3447	6.8%
u	3150	6.2%
n	3146	6.2%
o	2707	5.4%
Other values (16)	10082	19.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	50595	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	6389	12.6%
i	6160	12.2%
s	4764	9.4%
r	3657	7.2%
c	3630	7.2%
l	3463	6.8%
e	3447	6.8%
u	3150	6.2%
n	3146	6.2%
o	2707	5.4%
Other values (16)	10082	19.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	50595	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	6389	12.6%
i	6160	12.2%
s	4764	9.4%
r	3657	7.2%
c	3630	7.2%
l	3463	6.8%
e	3447	6.8%
u	3150	6.2%
n	3146	6.2%
o	2707	5.4%
Other values (16)	10082	19.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	50595	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	6389	12.6%
i	6160	12.2%
s	4764	9.4%
r	3657	7.2%
c	3630	7.2%
l	3463	6.8%
e	3447	6.8%
u	3150	6.2%
n	3146	6.2%
o	2707	5.4%
Other values (16)	10082	19.9%

ssp
Categorical

HIGH CARDINALITY
MISSING

Distinct	275
Distinct (%)	33.3%
Missing	4974
Missing (%)	85.8%
Memory size	45.4 KiB

carolinensis	19
bessophilus	18
deserticola	14
ludovicianus	13
arizonae	12
Other values (270)	750

Length

Max length	26
Median length	8
Mean length	8.711864407
Min length	5

Characters and Unicode

Total characters	7196
Distinct characters	44
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	103 ?
Unique (%)	12.5%

Sample

1st row	parvipes
2nd row	canadensis
3rd row	interior
4th row	maxima
5th row	maxima or interior

Common Values

Value	Count	Frequency (%)
carolinensis	19	0.3%
bessophilus	18	0.3%
deserticola	14	0.2%
ludovicianus	13	0.2%
arizonae	12	0.2%
magister	11	0.2%
gilvus	11	0.2%
occidentalis	11	0.2%
aedon	10	0.2%
montanus	10	0.2%
Other values (265)	697	12.0%
(Missing)	4974	85.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
type	32	3.6%
carolinensis	19	2.2%
bessophilus	18	2.0%
deserticola	14	1.6%
ludovicianus	13	1.5%
arizonae	12	1.4%
occidentalis	12	1.4%
montanus	12	1.4%
gilvus	11	1.2%
magister	11	1.2%
Other values (250)	727	82.5%

Most occurring characters

Value	Count	Frequency (%)
i	827	11.5%
a	775	10.8%
s	741	10.3%
e	641	8.9%
l	517	7.2%
n	469	6.5%
o	451	6.3%
c	417	5.8%
r	407	5.7%
u	370	5.1%
Other values (34)	1581	22.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7059	98.1%
Space Separator	55	0.8%
Decimal Number	34	0.5%
Uppercase Letter	28	0.4%
Other Punctuation	13	0.2%
Dash Punctuation	3	< 0.1%
Open Punctuation	2	< 0.1%
Close Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	827	11.7%
a	775	11.0%
s	741	10.5%
e	641	9.1%
l	517	7.3%
n	469	6.6%
o	451	6.4%
c	417	5.9%
r	407	5.8%
u	370	5.2%
Other values (15)	1444	20.5%

Uppercase Letter

Value	Count	Frequency (%)
T	16	57.1%
P	4	14.3%
O	3	10.7%
Y	2	7.1%
S	1	3.6%
J	1	3.6%
X	1	3.6%

Decimal Number

Value	Count	Frequency (%)
2	9	26.5%
3	9	26.5%
5	7	20.6%
1	5	14.7%
4	3	8.8%
0	1	2.9%

Other Punctuation

Value	Count	Frequency (%)
?	11	84.6%
/	2	15.4%

Space Separator

Value	Count	Frequency (%)
	55	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7087	98.5%
Common	109	1.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	827	11.7%
a	775	10.9%
s	741	10.5%
e	641	9.0%
l	517	7.3%
n	469	6.6%
o	451	6.4%
c	417	5.9%
r	407	5.7%
u	370	5.2%
Other values (22)	1472	20.8%

Common

Value	Count	Frequency (%)
	55	50.5%
?	11	10.1%
2	9	8.3%
3	9	8.3%
5	7	6.4%
1	5	4.6%
-	3	2.8%
4	3	2.8%
/	2	1.8%
(	2	1.8%
Other values (2)	3	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7196	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	827	11.5%
a	775	10.8%
s	741	10.3%
e	641	8.9%
l	517	7.2%
n	469	6.5%
o	451	6.3%
c	417	5.8%
r	407	5.7%
u	370	5.1%
Other values (34)	1581	22.0%

en
Categorical

HIGH CARDINALITY

Distinct	218
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Memory size	45.4 KiB

Song Sparrow	95
Blue Jay	94
Carolina Wren	93
Northern Cardinal	76
House Wren	76
Other values (213)	5366

Length

Max length	28
Median length	16
Mean length	15.97465517
Min length	4

Characters and Unicode

Total characters	92653
Distinct characters	50
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Canada Goose
2nd row	Canada Goose
3rd row	Canada Goose
4th row	Canada Goose
5th row	Canada Goose

Common Values

Value	Count	Frequency (%)
Song Sparrow	95	1.6%
Blue Jay	94	1.6%
Carolina Wren	93	1.6%
Northern Cardinal	76	1.3%
House Wren	76	1.3%
Bewick's Wren	72	1.2%
Common Yellowthroat	69	1.2%
Red Crossbill	69	1.2%
Spotted Towhee	68	1.2%
Red-winged Blackbird	64	1.1%
Other values (208)	5024	86.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
warbler	620	5.3%
sparrow	573	4.9%
wren	416	3.6%
american	343	2.9%
northern	297	2.5%
flycatcher	245	2.1%
jay	228	1.9%
towhee	216	1.8%
woodpecker	215	1.8%
vireo	211	1.8%
Other values (233)	8350	71.3%

Most occurring characters

Value	Count	Frequency (%)
e	10079	10.9%
r	8954	9.7%
a	6681	7.2%
	5914	6.4%
o	5655	6.1%
n	4672	5.0%
i	4464	4.8%
l	4455	4.8%
t	3793	4.1%
d	3524	3.8%
Other values (40)	34462	37.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	72904	78.7%
Uppercase Letter	11749	12.7%
Space Separator	5914	6.4%
Dash Punctuation	1417	1.5%
Other Punctuation	669	0.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	10079	13.8%
r	8954	12.3%
a	6681	9.2%
o	5655	7.8%
n	4672	6.4%
i	4464	6.1%
l	4455	6.1%
t	3793	5.2%
d	3524	4.8%
c	2988	4.1%
Other values (14)	17639	24.2%

Uppercase Letter

Value	Count	Frequency (%)
W	1854	15.8%
C	1264	10.8%
S	1230	10.5%
B	1060	9.0%
T	627	5.3%
G	623	5.3%
R	587	5.0%
A	508	4.3%
H	459	3.9%
F	442	3.8%
Other values (13)	3095	26.3%

Space Separator

Value	Count	Frequency (%)
	5914	100.0%

Other Punctuation

Value	Count	Frequency (%)
'	669	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1417	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	84653	91.4%
Common	8000	8.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	10079	11.9%
r	8954	10.6%
a	6681	7.9%
o	5655	6.7%
n	4672	5.5%
i	4464	5.3%
l	4455	5.3%
t	3793	4.5%
d	3524	4.2%
c	2988	3.5%
Other values (37)	29388	34.7%

Common

Value	Count	Frequency (%)
	5914	73.9%
-	1417	17.7%
'	669	8.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	92653	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	10079	10.9%
r	8954	9.7%
a	6681	7.2%
	5914	6.4%
o	5655	6.1%
n	4672	5.0%
i	4464	4.8%
l	4455	4.8%
t	3793	4.1%
d	3524	3.8%
Other values (40)	34462	37.2%

rec
Categorical

HIGH CARDINALITY

Distinct	394
Distinct (%)	6.8%
Missing	0
Missing (%)	0.0%
Memory size	45.4 KiB

Paul Marvin	500
Mike Nelson	470
Sue Riffe	229
Richard E. Webster	219
Antonio Xeira	207
Other values (389)	4175

Length

Max length	40
Median length	12
Mean length	12.64396552
Min length	3

Characters and Unicode

Total characters	73335
Distinct characters	66
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	160 ?
Unique (%)	2.8%

Sample

1st row	Bruce Lagerquist
2nd row	Sue Riffe
3rd row	Eric Hough
4th row	Garrett MacDonald
5th row	Albert @ Max lastukhin

Common Values

Value	Count	Frequency (%)
Paul Marvin	500	8.6%
Mike Nelson	470	8.1%
Sue Riffe	229	3.9%
Richard E. Webster	219	3.8%
Antonio Xeira	207	3.6%
Bobby Wilcox	185	3.2%
Ted Floyd	178	3.1%
Peter Boesman	166	2.9%
Andrew Spencer	161	2.8%
Thomas Magarian	126	2.2%
Other values (384)	3359	57.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
paul	617	5.0%
marvin	500	4.0%
mike	482	3.9%
nelson	472	3.8%
richard	274	2.2%
e	263	2.1%
webster	260	2.1%
thomas	245	2.0%
riffe	229	1.9%
sue	229	1.9%
Other values (601)	8797	71.1%

Most occurring characters

Value	Count	Frequency (%)
e	6927	9.4%
	6574	9.0%
a	5922	8.1%
r	5167	7.0%
n	4685	6.4%
i	4640	6.3%
o	4070	5.5%
l	3032	4.1%
s	2782	3.8%
t	2310	3.1%
Other values (56)	27226	37.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	53321	72.7%
Uppercase Letter	12673	17.3%
Space Separator	6574	9.0%
Other Punctuation	733	1.0%
Dash Punctuation	31	< 0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%
Decimal Number	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
M	1450	11.4%
P	1126	8.9%
B	877	6.9%
R	849	6.7%
S	793	6.3%
D	744	5.9%
W	740	5.8%
T	727	5.7%
N	678	5.3%
A	656	5.2%
Other values (18)	4033	31.8%

Lowercase Letter

Value	Count	Frequency (%)
e	6927	13.0%
a	5922	11.1%
r	5167	9.7%
n	4685	8.8%
i	4640	8.7%
o	4070	7.6%
l	3032	5.7%
s	2782	5.2%
t	2310	4.3%
d	1621	3.0%
Other values (18)	12165	22.8%

Other Punctuation

Value	Count	Frequency (%)
.	672	91.7%
'	38	5.2%
&	19	2.6%
,	3	0.4%
@	1	0.1%

Space Separator

Value	Count	Frequency (%)
	6574	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	31	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Decimal Number

Value	Count	Frequency (%)
1	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	65994	90.0%
Common	7341	10.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	6927	10.5%
a	5922	9.0%
r	5167	7.8%
n	4685	7.1%
i	4640	7.0%
o	4070	6.2%
l	3032	4.6%
s	2782	4.2%
t	2310	3.5%
d	1621	2.5%
Other values (46)	24838	37.6%

Common

Value	Count	Frequency (%)
	6574	89.6%
.	672	9.2%
'	38	0.5%
-	31	0.4%
&	19	0.3%
,	3	< 0.1%
@	1	< 0.1%
(	1	< 0.1%
)	1	< 0.1%
1	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	73321	> 99.9%
Latin 1 Sup	14	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	6927	9.4%
	6574	9.0%
a	5922	8.1%
r	5167	7.0%
n	4685	6.4%
i	4640	6.3%
o	4070	5.6%
l	3032	4.1%
s	2782	3.8%
t	2310	3.2%
Other values (52)	27212	37.1%

Latin 1 Sup

Value	Count	Frequency (%)
Å	6	42.9%
É	6	42.9%
é	1	7.1%
ø	1	7.1%

cnt
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	45.4 KiB

United States	5800

Length

Max length	13
Median length	13
Mean length	13
Min length	13

Characters and Unicode

Total characters	75400
Distinct characters	10
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	United States
2nd row	United States
3rd row	United States
4th row	United States
5th row	United States

Common Values

Value	Count	Frequency (%)
United States	5800	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
states	5800	50.0%
united	5800	50.0%

Most occurring characters

Value	Count	Frequency (%)
t	17400	23.1%
e	11600	15.4%
U	5800	7.7%
n	5800	7.7%
i	5800	7.7%
d	5800	7.7%
	5800	7.7%
S	5800	7.7%
a	5800	7.7%
s	5800	7.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	58000	76.9%
Uppercase Letter	11600	15.4%
Space Separator	5800	7.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	17400	30.0%
e	11600	20.0%
n	5800	10.0%
i	5800	10.0%
d	5800	10.0%
a	5800	10.0%
s	5800	10.0%

Uppercase Letter

Value	Count	Frequency (%)
U	5800	50.0%
S	5800	50.0%

Space Separator

Value	Count	Frequency (%)
	5800	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	69600	92.3%
Common	5800	7.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	17400	25.0%
e	11600	16.7%
U	5800	8.3%
n	5800	8.3%
i	5800	8.3%
d	5800	8.3%
S	5800	8.3%
a	5800	8.3%
s	5800	8.3%

Common

Value	Count	Frequency (%)
	5800	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	75400	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	17400	23.1%
e	11600	15.4%
U	5800	7.7%
n	5800	7.7%
i	5800	7.7%
d	5800	7.7%
	5800	7.7%
S	5800	7.7%
a	5800	7.7%
s	5800	7.7%

loc
Categorical

HIGH CARDINALITY

Distinct	2456
Distinct (%)	42.3%
Missing	0
Missing (%)	0.0%
Memory size	45.4 KiB

Portal, Arizona	65
Knoxville, Tennessee	50
Hendrix Habitat - Fairview, Williamson County, Tennessee	43
Schoolhouse Gap Trail, Great Smoky Mountains National Park, Tennessee	43
Tama (near Burlington), Des Moines, Iowa	31
Other values (2451)	5568

Length

Max length	120
Median length	43
Mean length	44.51482759
Min length	9

Characters and Unicode

Total characters	258186
Distinct characters	79
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1432 ?
Unique (%)	24.7%

Sample

1st row	Sedro-Woolley, Skagit County, Washington
2nd row	Au Sable SF - Big Creek Rd, Michigan
3rd row	San Juan River, Cottonwood Day-Use Area, Navajo Lake State Park, San Juan County, New Mexico
4th row	Beluga--North Bog, Kenai Peninsula Borough, Alaska
5th row	Oyster Bay (near Lattingtown), Nassau, New York

Common Values

Value	Count	Frequency (%)
Portal, Arizona	65	1.1%
Knoxville, Tennessee	50	0.9%
Hendrix Habitat - Fairview, Williamson County, Tennessee	43	0.7%
Schoolhouse Gap Trail, Great Smoky Mountains National Park, Tennessee	43	0.7%
Tama (near Burlington), Des Moines, Iowa	31	0.5%
Viera Wetlands, Florida	29	0.5%
San Bernardino National Wildlife Refuge, Cochise County, Arizona	28	0.5%
Manomet Bird Observatory, Manomet, Plymouth County, Massachusetts	27	0.5%
Oxford, Lafayette County, Mississippi	26	0.4%
Peña Blanca Lake, Arizona	25	0.4%
Other values (2446)	5433	93.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
county	3212	9.0%
park	829	2.3%
arizona	790	2.2%
california	747	2.1%
near	617	1.7%
national	530	1.5%
colorado	499	1.4%
co	493	1.4%
san	488	1.4%
tennessee	389	1.1%
Other values (3090)	26999	75.9%

Most occurring characters

Value	Count	Frequency (%)
	30419	11.8%
a	22883	8.9%
o	18815	7.3%
n	18641	7.2%
e	17807	6.9%
r	13914	5.4%
i	13467	5.2%
,	11783	4.6%
t	11649	4.5%
l	9611	3.7%
Other values (69)	89197	34.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	177395	68.7%
Uppercase Letter	35849	13.9%
Space Separator	30419	11.8%
Other Punctuation	12633	4.9%
Open Punctuation	607	0.2%
Close Punctuation	607	0.2%
Decimal Number	425	0.2%
Dash Punctuation	250	0.1%
Control	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	22883	12.9%
o	18815	10.6%
n	18641	10.5%
e	17807	10.0%
r	13914	7.8%
i	13467	7.6%
t	11649	6.6%
l	9611	5.4%
s	8677	4.9%
u	7142	4.0%
Other values (18)	34789	19.6%

Uppercase Letter

Value	Count	Frequency (%)
C	8013	22.4%
S	2778	7.7%
M	2703	7.5%
P	2661	7.4%
A	2183	6.1%
N	2086	5.8%
R	1913	5.3%
B	1696	4.7%
W	1522	4.2%
T	1493	4.2%
Other values (16)	8801	24.6%

Other Punctuation

Value	Count	Frequency (%)
,	11783	93.3%
.	615	4.9%
'	141	1.1%
/	34	0.3%
&	26	0.2%
:	16	0.1%
"	10	0.1%
;	4	< 0.1%
#	3	< 0.1%
@	1	< 0.1%

Decimal Number

Value	Count	Frequency (%)
1	103	24.2%
2	68	16.0%
4	50	11.8%
0	49	11.5%
3	37	8.7%
5	32	7.5%
7	32	7.5%
6	29	6.8%
8	15	3.5%
9	10	2.4%

Dash Punctuation

Value	Count	Frequency (%)
-	250	100.0%

Space Separator

Value	Count	Frequency (%)
	30419	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	607	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	607	100.0%

Control

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	213244	82.6%
Common	44942	17.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	22883	10.7%
o	18815	8.8%
n	18641	8.7%
e	17807	8.4%
r	13914	6.5%
i	13467	6.3%
t	11649	5.5%
l	9611	4.5%
s	8677	4.1%
C	8013	3.8%
Other values (44)	69767	32.7%

Common

Value	Count	Frequency (%)
	30419	67.7%
,	11783	26.2%
.	615	1.4%
(	607	1.4%
)	607	1.4%
-	250	0.6%
'	141	0.3%
1	103	0.2%
2	68	0.2%
4	50	0.1%
Other values (15)	299	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	258153	> 99.9%
Latin 1 Sup	33	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	30419	11.8%
a	22883	8.9%
o	18815	7.3%
n	18641	7.2%
e	17807	6.9%
r	13914	5.4%
i	13467	5.2%
,	11783	4.6%
t	11649	4.5%
l	9611	3.7%
Other values (67)	89164	34.5%

Latin 1 Sup

Value	Count	Frequency (%)
ñ	32	97.0%
í	1	3.0%

lat
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	2577
Distinct (%)	45.1%
Missing	90
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%
Mean	37.60166006

Minimum	19.934
Maximum	68.6315
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.4 KiB

Quantile statistics

Minimum	19.934
5-th percentile	29.57237
Q1	32.9808
median	36.4836
Q3	40.8918
95-th percentile	47.374625
Maximum	68.6315
Range	48.6975
Interquartile range (IQR)	7.911

Descriptive statistics

Standard deviation	6.041136133
Coefficient of variation (CV)	0.1606614209
Kurtosis	3.42527558
Mean	37.60166006
Median Absolute Deviation (MAD)	3.98805
Skewness	1.183392668
Sum	214705.479
Variance	36.49532577
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31.906	59	1.0%
35.8589	50	0.9%
35.987	43	0.7%
35.6274	43	0.7%
40.8918	31	0.5%
28.2267	29	0.5%
31.34	28	0.5%
41.92	27	0.5%
31.4	25	0.4%
36.0008	24	0.4%
Other values (2567)	5351	92.3%
(Missing)	90	1.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
19.934	1	< 0.1%
21.5748	1	< 0.1%
24.5458	1	< 0.1%
24.603	2	< 0.1%
24.696	3	0.1%
24.6989	5	0.1%
25.138	3	0.1%
25.1741	1	< 0.1%
25.2138	1	< 0.1%
25.3893	2	< 0.1%

Value	Count	Frequency (%)
68.6315	1	< 0.1%
68.3748	1	< 0.1%
68.2413	1	< 0.1%
65.1263	1	< 0.1%
64.9161	6	0.1%
64.8632	4	0.1%
64.8626	1	< 0.1%
64.7904	1	< 0.1%
64.6305	1	< 0.1%
64.5622	4	0.1%

lng
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	2577
Distinct (%)	45.1%
Missing	90
Missing (%)	1.6%
Infinite	0
Infinite (%)	0.0%
Mean	-99.77350236

Minimum	-170.2853394
Maximum	-67.1484
Zeros	0
Zeros (%)	0.0%
Negative	5710
Negative (%)	98.4%
Memory size	45.4 KiB

Quantile statistics

Minimum	-170.2853394
5-th percentile	-122.316025
Q1	-114.0401
median	-104.46435
Q3	-83.7265
95-th percentile	-73.6537
Maximum	-67.1484
Range	103.1369394
Interquartile range (IQR)	30.3136

Descriptive statistics

Standard deviation	17.81190747
Coefficient of variation (CV)	-0.178523426
Kurtosis	-0.2598406514
Mean	-99.77350236
Median Absolute Deviation (MAD)	15.31085
Skewness	-0.2307219282
Sum	-569706.6985
Variance	317.2640477
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-109.1543	59	1.0%
-84.0948	50	0.9%
-87.145	43	0.7%
-83.7265	43	0.7%
-91.0756	31	0.5%
-80.7645	29	0.5%
-109.273	28	0.5%
-70.543	27	0.5%
-111.088	25	0.4%
-83.9462	24	0.4%
Other values (2567)	5351	92.3%
(Missing)	90	1.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-170.2853394	1	< 0.1%
-165.493	4	0.1%
-165.4718	1	< 0.1%
-165.4249	1	< 0.1%
-165.4053	10	0.2%
-165.3055	1	< 0.1%
-165.2115	1	< 0.1%
-164.964	6	0.1%
-164.7293	1	< 0.1%
-158.2797	1	< 0.1%

Value	Count	Frequency (%)
-67.1484	1	< 0.1%
-67.1944	2	< 0.1%
-67.8581	1	< 0.1%
-67.8612	3	0.1%
-68.2117	1	< 0.1%
-68.2248	1	< 0.1%
-68.312	2	< 0.1%
-68.375	1	< 0.1%
-68.6009	1	< 0.1%
-68.729	1	< 0.1%

alt
Categorical

HIGH CARDINALITY
MISSING

Distinct	245
Distinct (%)	4.3%
Missing	113
Missing (%)	1.9%
Memory size	45.4 KiB

0	385
10	281
?	260
1600	190
20	173
Other values (240)	4398

Length

Max length	11
Median length	3
Mean length	2.893617021
Min length	1

Characters and Unicode

Total characters	16456
Distinct characters	17
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	100 ?
Unique (%)	1.8%

Sample

1st row	30
2nd row	180
3rd row	1800
4th row	40
5th row	10

Common Values

Value	Count	Frequency (%)
0	385	6.6%
10	281	4.8%
?	260	4.5%
1600	190	3.3%
20	173	3.0%
300	168	2.9%
1500	152	2.6%
50	148	2.6%
1100	148	2.6%
1400	144	2.5%
Other values (235)	3638	62.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	398	6.9%
10	281	4.9%
	279	4.9%
1600	190	3.3%
20	173	3.0%
300	168	2.9%
50	158	2.8%
1500	152	2.7%
1400	150	2.6%
1100	148	2.6%
Other values (227)	3634	63.4%

Most occurring characters

Value	Count	Frequency (%)
0	7669	46.6%
1	2436	14.8%
2	1687	10.3%
5	1005	6.1%
4	692	4.2%
3	688	4.2%
6	639	3.9%
8	497	3.0%
7	474	2.9%
9	296	1.8%
Other values (7)	373	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16083	97.7%
Other Punctuation	274	1.7%
Dash Punctuation	49	0.3%
Space Separator	44	0.3%
Lowercase Letter	6	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	7669	47.7%
1	2436	15.1%
2	1687	10.5%
5	1005	6.2%
4	692	4.3%
3	688	4.3%
6	639	4.0%
8	497	3.1%
7	474	2.9%
9	296	1.8%

Other Punctuation

Value	Count	Frequency (%)
?	260	94.9%
,	8	2.9%
.	5	1.8%
:	1	0.4%

Dash Punctuation

Value	Count	Frequency (%)
-	49	100.0%

Space Separator

Value	Count	Frequency (%)
	44	100.0%

Lowercase Letter

Value	Count	Frequency (%)
m	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	16450	> 99.9%
Latin	6	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	7669	46.6%
1	2436	14.8%
2	1687	10.3%
5	1005	6.1%
4	692	4.2%
3	688	4.2%
6	639	3.9%
8	497	3.0%
7	474	2.9%
9	296	1.8%
Other values (6)	367	2.2%

Latin

Value	Count	Frequency (%)
m	6	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16456	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	7669	46.6%
1	2436	14.8%
2	1687	10.3%
5	1005	6.1%
4	692	4.2%
3	688	4.2%
6	639	3.9%
8	497	3.0%
7	474	2.9%
9	296	1.8%
Other values (7)	373	2.3%

type
Categorical

HIGH CARDINALITY

Distinct	276
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Memory size	45.4 KiB

call	2393
song	2016
Song	173
male, song	127
adult, male, song	111
Other values (271)	980

Length

Max length	65
Median length	4
Mean length	7.007931034
Min length	4

Characters and Unicode

Total characters	40646
Distinct characters	61
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	205 ?
Unique (%)	3.5%

Sample

1st row	call
2nd row	song
3rd row	call
4th row	call, flight call
5th row	call

Common Values

Value	Count	Frequency (%)
call	2393	41.3%
song	2016	34.8%
Song	173	3.0%
male, song	127	2.2%
adult, male, song	111	1.9%
Call	108	1.9%
adult, call, sex uncertain	106	1.8%
adult, sex uncertain, song	58	1.0%
call, flight call	55	0.9%
call, male	52	0.9%
Other values (266)	601	10.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
call	3363	40.8%
song	2643	32.1%
adult	402	4.9%
male	367	4.5%
uncertain	328	4.0%
sex	275	3.3%
flight	98	1.2%
female	89	1.1%
juvenile	53	0.6%
stage	53	0.6%
Other values (219)	562	6.8%

Most occurring characters

Value	Count	Frequency (%)
l	7984	19.6%
a	4878	12.0%
c	3713	9.1%
n	3592	8.8%
s	2933	7.2%
g	2929	7.2%
o	2780	6.8%
	2434	6.0%
,	1678	4.1%
e	1634	4.0%
Other values (51)	6091	15.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	36034	88.7%
Space Separator	2434	6.0%
Other Punctuation	1750	4.3%
Uppercase Letter	404	1.0%
Dash Punctuation	16	< 0.1%
Decimal Number	4	< 0.1%
Open Punctuation	2	< 0.1%
Close Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	7984	22.2%
a	4878	13.5%
c	3713	10.3%
n	3592	10.0%
s	2933	8.1%
g	2929	8.1%
o	2780	7.7%
e	1634	4.5%
t	1138	3.2%
i	860	2.4%
Other values (16)	3593	10.0%

Uppercase Letter

Value	Count	Frequency (%)
S	190	47.0%
C	139	34.4%
P	12	3.0%
W	12	3.0%
R	8	2.0%
G	5	1.2%
K	4	1.0%
T	4	1.0%
A	4	1.0%
D	4	1.0%
Other values (12)	22	5.4%

Other Punctuation

Value	Count	Frequency (%)
,	1678	95.9%
"	41	2.3%
/	20	1.1%
.	5	0.3%
'	3	0.2%
?	2	0.1%
:	1	0.1%

Decimal Number

Value	Count	Frequency (%)
1	3	75.0%
2	1	25.0%

Space Separator

Value	Count	Frequency (%)
	2434	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	16	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	36438	89.6%
Common	4208	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	7984	21.9%
a	4878	13.4%
c	3713	10.2%
n	3592	9.9%
s	2933	8.0%
g	2929	8.0%
o	2780	7.6%
e	1634	4.5%
t	1138	3.1%
i	860	2.4%
Other values (38)	3997	11.0%

Common

Value	Count	Frequency (%)
	2434	57.8%
,	1678	39.9%
"	41	1.0%
/	20	0.5%
-	16	0.4%
.	5	0.1%
'	3	0.1%
1	3	0.1%
(	2	< 0.1%
)	2	< 0.1%
Other values (3)	4	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	40646	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	7984	19.6%
a	4878	12.0%
c	3713	9.1%
n	3592	8.8%
s	2933	7.2%
g	2929	7.2%
o	2780	6.8%
	2434	6.0%
,	1678	4.1%
e	1634	4.0%
Other values (51)	6091	15.0%

url
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	5800
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	45.4 KiB

//www.xeno-canto.org/165298	1
//www.xeno-canto.org/504450	1
//www.xeno-canto.org/580703	1
//www.xeno-canto.org/103947	1
//www.xeno-canto.org/324402	1
Other values (5795)	5795

Length

Max length	27
Median length	27
Mean length	26.81482759
Min length	25

Characters and Unicode

Total characters	155526
Distinct characters	23
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5800 ?
Unique (%)	100.0%

Sample

1st row	//www.xeno-canto.org/454911
2nd row	//www.xeno-canto.org/418340
3rd row	//www.xeno-canto.org/291051
4th row	//www.xeno-canto.org/283618
5th row	//www.xeno-canto.org/209702

Common Values

Value	Count	Frequency (%)
//www.xeno-canto.org/165298	1	< 0.1%
//www.xeno-canto.org/504450	1	< 0.1%
//www.xeno-canto.org/580703	1	< 0.1%
//www.xeno-canto.org/103947	1	< 0.1%
//www.xeno-canto.org/324402	1	< 0.1%
//www.xeno-canto.org/104710	1	< 0.1%
//www.xeno-canto.org/77787	1	< 0.1%
//www.xeno-canto.org/550950	1	< 0.1%
//www.xeno-canto.org/277298	1	< 0.1%
//www.xeno-canto.org/267970	1	< 0.1%
Other values (5790)	5790	99.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
www.xeno-canto.org/572814	1	< 0.1%
www.xeno-canto.org/602827	1	< 0.1%
www.xeno-canto.org/463867	1	< 0.1%
www.xeno-canto.org/109268	1	< 0.1%
www.xeno-canto.org/135476	1	< 0.1%
www.xeno-canto.org/384704	1	< 0.1%
www.xeno-canto.org/295942	1	< 0.1%
www.xeno-canto.org/490200	1	< 0.1%
www.xeno-canto.org/388682	1	< 0.1%
www.xeno-canto.org/289006	1	< 0.1%
Other values (5790)	5790	99.8%

Most occurring characters

Value	Count	Frequency (%)
/	17400	11.2%
w	17400	11.2%
o	17400	11.2%
.	11600	7.5%
n	11600	7.5%
x	5800	3.7%
e	5800	3.7%
-	5800	3.7%
c	5800	3.7%
a	5800	3.7%
Other values (13)	51126	32.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	87000	55.9%
Decimal Number	33726	21.7%
Other Punctuation	29000	18.6%
Dash Punctuation	5800	3.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
w	17400	20.0%
o	17400	20.0%
n	11600	13.3%
x	5800	6.7%
e	5800	6.7%
c	5800	6.7%
a	5800	6.7%
t	5800	6.7%
r	5800	6.7%
g	5800	6.7%

Decimal Number

Value	Count	Frequency (%)
1	4567	13.5%
3	4102	12.2%
2	3755	11.1%
5	3542	10.5%
4	3535	10.5%
0	2970	8.8%
7	2936	8.7%
6	2857	8.5%
8	2744	8.1%
9	2718	8.1%

Other Punctuation

Value	Count	Frequency (%)
/	17400	60.0%
.	11600	40.0%

Dash Punctuation

Value	Count	Frequency (%)
-	5800	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	87000	55.9%
Common	68526	44.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	17400	25.4%
.	11600	16.9%
-	5800	8.5%
1	4567	6.7%
3	4102	6.0%
2	3755	5.5%
5	3542	5.2%
4	3535	5.2%
0	2970	4.3%
7	2936	4.3%
Other values (3)	8319	12.1%

Latin

Value	Count	Frequency (%)
w	17400	20.0%
o	17400	20.0%
n	11600	13.3%
x	5800	6.7%
e	5800	6.7%
c	5800	6.7%
a	5800	6.7%
t	5800	6.7%
r	5800	6.7%
g	5800	6.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	155526	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	17400	11.2%
w	17400	11.2%
o	17400	11.2%
.	11600	7.5%
n	11600	7.5%
x	5800	3.7%
e	5800	3.7%
-	5800	3.7%
c	5800	3.7%
a	5800	3.7%
Other values (13)	51126	32.9%

file
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	5800
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	45.4 KiB

//www.xeno-canto.org/101362/download	1
//www.xeno-canto.org/126629/download	1
//www.xeno-canto.org/103260/download	1
//www.xeno-canto.org/287314/download	1
//www.xeno-canto.org/413193/download	1
Other values (5795)	5795

Length

Max length	36
Median length	36
Mean length	35.81482759
Min length	34

Characters and Unicode

Total characters	207726
Distinct characters	25
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5800 ?
Unique (%)	100.0%

Sample

1st row	//www.xeno-canto.org/454911/download
2nd row	//www.xeno-canto.org/418340/download
3rd row	//www.xeno-canto.org/291051/download
4th row	//www.xeno-canto.org/283618/download
5th row	//www.xeno-canto.org/209702/download

Common Values

Value	Count	Frequency (%)
//www.xeno-canto.org/101362/download	1	< 0.1%
//www.xeno-canto.org/126629/download	1	< 0.1%
//www.xeno-canto.org/103260/download	1	< 0.1%
//www.xeno-canto.org/287314/download	1	< 0.1%
//www.xeno-canto.org/413193/download	1	< 0.1%
//www.xeno-canto.org/218167/download	1	< 0.1%
//www.xeno-canto.org/177057/download	1	< 0.1%
//www.xeno-canto.org/297468/download	1	< 0.1%
//www.xeno-canto.org/435682/download	1	< 0.1%
//www.xeno-canto.org/79575/download	1	< 0.1%
Other values (5790)	5790	99.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
www.xeno-canto.org/369841/download	1	< 0.1%
www.xeno-canto.org/103283/download	1	< 0.1%
www.xeno-canto.org/53721/download	1	< 0.1%
www.xeno-canto.org/233191/download	1	< 0.1%
www.xeno-canto.org/384704/download	1	< 0.1%
www.xeno-canto.org/35891/download	1	< 0.1%
www.xeno-canto.org/313539/download	1	< 0.1%
www.xeno-canto.org/265366/download	1	< 0.1%
www.xeno-canto.org/421763/download	1	< 0.1%
www.xeno-canto.org/476090/download	1	< 0.1%
Other values (5790)	5790	99.8%

Most occurring characters

Value	Count	Frequency (%)
o	29000	14.0%
/	23200	11.2%
w	23200	11.2%
n	17400	8.4%
.	11600	5.6%
a	11600	5.6%
d	11600	5.6%
x	5800	2.8%
e	5800	2.8%
-	5800	2.8%
Other values (15)	62726	30.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	133400	64.2%
Other Punctuation	34800	16.8%
Decimal Number	33726	16.2%
Dash Punctuation	5800	2.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	29000	21.7%
w	23200	17.4%
n	17400	13.0%
a	11600	8.7%
d	11600	8.7%
x	5800	4.3%
e	5800	4.3%
c	5800	4.3%
t	5800	4.3%
r	5800	4.3%
Other values (2)	11600	8.7%

Decimal Number

Value	Count	Frequency (%)
1	4567	13.5%
3	4102	12.2%
2	3755	11.1%
5	3542	10.5%
4	3535	10.5%
0	2970	8.8%
7	2936	8.7%
6	2857	8.5%
8	2744	8.1%
9	2718	8.1%

Other Punctuation

Value	Count	Frequency (%)
/	23200	66.7%
.	11600	33.3%

Dash Punctuation

Value	Count	Frequency (%)
-	5800	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	133400	64.2%
Common	74326	35.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	23200	31.2%
.	11600	15.6%
-	5800	7.8%
1	4567	6.1%
3	4102	5.5%
2	3755	5.1%
5	3542	4.8%
4	3535	4.8%
0	2970	4.0%
7	2936	4.0%
Other values (3)	8319	11.2%

Latin

Value	Count	Frequency (%)
o	29000	21.7%
w	23200	17.4%
n	17400	13.0%
a	11600	8.7%
d	11600	8.7%
x	5800	4.3%
e	5800	4.3%
c	5800	4.3%
t	5800	4.3%
r	5800	4.3%
Other values (2)	11600	8.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	207726	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	29000	14.0%
/	23200	11.2%
w	23200	11.2%
n	17400	8.4%
.	11600	5.6%
a	11600	5.6%
d	11600	5.6%
x	5800	2.8%
e	5800	2.8%
-	5800	2.8%
Other values (15)	62726	30.2%

file-name
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	5800
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	45.4 KiB

XC361018-160510_0654 0800 Kern Adams_NOCA.mp3	1
XC573456-EasternMeadowlarkJul4_2.mp3	1
XC377068-DSCN8831.mp3	1
XC165277-American Robin -CA, Mt Laguna,, December 03, ‎2012, 0659 AM.mp3	1
XC325013-Brewer_39_s_Sparrow_2001.mp3	1
Other values (5795)	5795

Length

Max length	158
Median length	44
Mean length	46.90827586
Min length	7

Characters and Unicode

Total characters	272068
Distinct characters	108
Distinct categories	13 ?
Distinct scripts	4 ?
Distinct blocks	6 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5800 ?
Unique (%)	100.0%

Sample

1st row	XC454911-190202_02 Canadian Geese.mp3
2nd row	XC418340-Canada Goose on 5.11.18 at Au Sable SF MI at 11.20 for .14 _0908 .mp3
3rd row	XC291051-CANG_11515_1730_SanJuanRiver-NavajoDam.mp3
4th row	XC283618-LS100466.mp3
5th row	XC209702-Poecile atricapillus Dec_27,_2014,_4_05_PM,C1.mp3

Common Values

Value	Count	Frequency (%)
XC361018-160510_0654 0800 Kern Adams_NOCA.mp3	1	< 0.1%
XC573456-EasternMeadowlarkJul4_2.mp3	1	< 0.1%
XC377068-DSCN8831.mp3	1	< 0.1%
XC165277-American Robin -CA, Mt Laguna,, December 03, ‎2012, 0659 AM.mp3	1	< 0.1%
XC325013-Brewer_39_s_Sparrow_2001.mp3	1	< 0.1%
XC445965-Hairy Woodpecker.mp3	1	< 0.1%
XC135716-Winter Wren1304.mp3	1	< 0.1%
XC514107-LOSH.mp3	1	< 0.1%
XC574232-Virginia Rail -CA, Proctor Valley Rd, July 06, 2020, 0548 AM.mp3	1	< 0.1%
XC389422-COLO WTSP call wiwa blja amro cang 1800 10032017 spl NK for xc.mp3	1	< 0.1%
Other values (5790)	5790	99.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
am.mp3	387	1.6%
at	308	1.3%
	219	0.9%
ca	218	0.9%
mp3	186	0.8%
amp.mp3	173	0.7%
call	167	0.7%
on	165	0.7%
for	165	0.7%
song	159	0.6%
Other values (11112)	22382	91.2%

Most occurring characters

Value	Count	Frequency (%)
	18822	6.9%
0	14537	5.3%
1	12926	4.8%
3	12316	4.5%
a	10555	3.9%
e	10260	3.8%
2	10066	3.7%
-	9967	3.7%
r	8785	3.2%
m	8119	3.0%
Other values (98)	155715	57.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	103261	38.0%
Decimal Number	79903	29.4%
Uppercase Letter	43151	15.9%
Space Separator	18822	6.9%
Other Punctuation	10307	3.8%
Dash Punctuation	9967	3.7%
Connector Punctuation	6032	2.2%
Close Punctuation	262	0.1%
Open Punctuation	261	0.1%
Format	94	< 0.1%
Other values (3)	8	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	10555	10.2%
e	10260	9.9%
r	8785	8.5%
m	8119	7.9%
p	7924	7.7%
o	7262	7.0%
n	6614	6.4%
l	6262	6.1%
i	5466	5.3%
t	4937	4.8%
Other values (37)	27077	26.2%

Uppercase Letter

Value	Count	Frequency (%)
C	7799	18.1%
X	4687	10.9%
A	2962	6.9%
S	2684	6.2%
M	2471	5.7%
R	2270	5.3%
W	2201	5.1%
P	1986	4.6%
B	1818	4.2%
L	1592	3.7%
Other values (20)	12681	29.4%

Decimal Number

Value	Count	Frequency (%)
0	14537	18.2%
1	12926	16.2%
3	12316	15.4%
2	10066	12.6%
5	6188	7.7%
4	5550	6.9%
6	4928	6.2%
7	4549	5.7%
8	4480	5.6%
9	4363	5.5%

Other Punctuation

Value	Count	Frequency (%)
.	7445	72.2%
,	2572	25.0%
'	261	2.5%
&	12	0.1%
@	7	0.1%
:	4	< 0.1%
#	3	< 0.1%
?	2	< 0.1%
;	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	250	95.8%
[	11	4.2%

Close Punctuation

Value	Count	Frequency (%)
)	251	95.8%
]	11	4.2%

Format

Value	Count	Frequency (%)
‎	93	98.9%
	1	1.1%

Dash Punctuation

Value	Count	Frequency (%)
-	9967	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	6032	100.0%

Space Separator

Value	Count	Frequency (%)
	18822	100.0%

Math Symbol

Value	Count	Frequency (%)
+	6	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	1	100.0%

Nonspacing Mark

Value	Count	Frequency (%)
̀	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	146305	53.8%
Common	125655	46.2%
Cyrillic	107	< 0.1%
Inherited	1	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	10555	7.2%
e	10260	7.0%
r	8785	6.0%
m	8119	5.5%
p	7924	5.4%
C	7799	5.3%
o	7262	5.0%
n	6614	4.5%
l	6262	4.3%
i	5466	3.7%
Other values (51)	67259	46.0%

Common

Value	Count	Frequency (%)
	18822	15.0%
0	14537	11.6%
1	12926	10.3%
3	12316	9.8%
2	10066	8.0%
-	9967	7.9%
.	7445	5.9%
5	6188	4.9%
_	6032	4.8%
4	5550	4.4%
Other values (20)	21806	17.4%

Cyrillic

Value	Count	Frequency (%)
р	22	20.6%
и	20	18.7%
М	12	11.2%
л	10	9.3%
в	10	9.3%
е	10	9.3%
А	4	3.7%
а	4	3.7%
я	4	3.7%
к	3	2.8%
Other values (6)	8	7.5%

Inherited

Value	Count	Frequency (%)
̀	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	271841	99.9%
Cyrillic	107	< 0.1%
Punctuation	95	< 0.1%
Latin 1 Sup	23	< 0.1%
Diacriticals	1	< 0.1%
Latin Ext B	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	18822	6.9%
0	14537	5.3%
1	12926	4.8%
3	12316	4.5%
a	10555	3.9%
e	10260	3.8%
2	10066	3.7%
-	9967	3.7%
r	8785	3.2%
m	8119	3.0%
Other values (69)	155488	57.2%

Latin 1 Sup

Value	Count	Frequency (%)
å	5	21.7%
è	5	21.7%
ä	4	17.4%
é	4	17.4%
ö	2	8.7%
à	1	4.3%
ñ	1	4.3%
Ì	1	4.3%

Punctuation

Value	Count	Frequency (%)
‎	93	97.9%
’	1	1.1%
	1	1.1%

Cyrillic

Value	Count	Frequency (%)
р	22	20.6%
и	20	18.7%
М	12	11.2%
л	10	9.3%
в	10	9.3%
е	10	9.3%
А	4	3.7%
а	4	3.7%
я	4	3.7%
к	3	2.8%
Other values (6)	8	7.5%

Diacriticals

Value	Count	Frequency (%)
̀	1	100.0%

Latin Ext B

Value	Count	Frequency (%)
ƒ	1	100.0%

sono
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	5800
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	45.4 KiB

{'small': '//www.xeno-canto.org/sounds/uploaded/YTUXOCTUEM/ffts/XC409005-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/YTUXOCTUEM/ffts/XC409005-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/YTUXOCTUEM/ffts/XC409005-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/YTUXOCTUEM/ffts/XC409005-full.png'}	1
{'small': '//www.xeno-canto.org/sounds/uploaded/OOECIWCSWV/ffts/XC219410-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/OOECIWCSWV/ffts/XC219410-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/OOECIWCSWV/ffts/XC219410-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/OOECIWCSWV/ffts/XC219410-full.png'}	1
{'small': '//www.xeno-canto.org/sounds/uploaded/PVQOLRXXWL/ffts/XC331991-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/PVQOLRXXWL/ffts/XC331991-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/PVQOLRXXWL/ffts/XC331991-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/PVQOLRXXWL/ffts/XC331991-full.png'}	1
{'small': '//www.xeno-canto.org/sounds/uploaded/OOECIWCSWV/ffts/XC220237-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/OOECIWCSWV/ffts/XC220237-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/OOECIWCSWV/ffts/XC220237-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/OOECIWCSWV/ffts/XC220237-full.png'}	1
{'small': '//www.xeno-canto.org/sounds/uploaded/ZQJCLMBULK/ffts/XC555363-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/ZQJCLMBULK/ffts/XC555363-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/ZQJCLMBULK/ffts/XC555363-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/ZQJCLMBULK/ffts/XC555363-full.png'}	1
Other values (5795)	5795

Length

Max length	330
Median length	330
Mean length	329.2593103
Min length	322

Characters and Unicode

Total characters	1909704
Distinct characters	62
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5800 ?
Unique (%)	100.0%

Sample

1st row	{'small': '//www.xeno-canto.org/sounds/uploaded/JHFICMRVUX/ffts/XC454911-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/JHFICMRVUX/ffts/XC454911-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/JHFICMRVUX/ffts/XC454911-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/JHFICMRVUX/ffts/XC454911-full.png'}
2nd row	{'small': '//www.xeno-canto.org/sounds/uploaded/PVQOLRXXWL/ffts/XC418340-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/PVQOLRXXWL/ffts/XC418340-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/PVQOLRXXWL/ffts/XC418340-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/PVQOLRXXWL/ffts/XC418340-full.png'}
3rd row	{'small': '//www.xeno-canto.org/sounds/uploaded/BCFUZDOSJZ/ffts/XC291051-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/BCFUZDOSJZ/ffts/XC291051-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/BCFUZDOSJZ/ffts/XC291051-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/BCFUZDOSJZ/ffts/XC291051-full.png'}
4th row	{'small': '//www.xeno-canto.org/sounds/uploaded/CDHIAMGTRT/ffts/XC283618-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/CDHIAMGTRT/ffts/XC283618-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/CDHIAMGTRT/ffts/XC283618-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/CDHIAMGTRT/ffts/XC283618-full.png'}
5th row	{'small': '//www.xeno-canto.org/sounds/uploaded/LELYWQKUZX/ffts/XC209702-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/LELYWQKUZX/ffts/XC209702-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/LELYWQKUZX/ffts/XC209702-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/LELYWQKUZX/ffts/XC209702-full.png'}

Common Values

Value	Count	Frequency (%)
{'small': '//www.xeno-canto.org/sounds/uploaded/YTUXOCTUEM/ffts/XC409005-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/YTUXOCTUEM/ffts/XC409005-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/YTUXOCTUEM/ffts/XC409005-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/YTUXOCTUEM/ffts/XC409005-full.png'}	1	< 0.1%
{'small': '//www.xeno-canto.org/sounds/uploaded/OOECIWCSWV/ffts/XC219410-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/OOECIWCSWV/ffts/XC219410-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/OOECIWCSWV/ffts/XC219410-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/OOECIWCSWV/ffts/XC219410-full.png'}	1	< 0.1%
{'small': '//www.xeno-canto.org/sounds/uploaded/PVQOLRXXWL/ffts/XC331991-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/PVQOLRXXWL/ffts/XC331991-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/PVQOLRXXWL/ffts/XC331991-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/PVQOLRXXWL/ffts/XC331991-full.png'}	1	< 0.1%
{'small': '//www.xeno-canto.org/sounds/uploaded/OOECIWCSWV/ffts/XC220237-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/OOECIWCSWV/ffts/XC220237-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/OOECIWCSWV/ffts/XC220237-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/OOECIWCSWV/ffts/XC220237-full.png'}	1	< 0.1%
{'small': '//www.xeno-canto.org/sounds/uploaded/ZQJCLMBULK/ffts/XC555363-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/ZQJCLMBULK/ffts/XC555363-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/ZQJCLMBULK/ffts/XC555363-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/ZQJCLMBULK/ffts/XC555363-full.png'}	1	< 0.1%
{'small': '//www.xeno-canto.org/sounds/uploaded/AZXTZTQJRO/ffts/XC31231-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/AZXTZTQJRO/ffts/XC31231-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/AZXTZTQJRO/ffts/XC31231-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/AZXTZTQJRO/ffts/XC31231-full.png'}	1	< 0.1%
{'small': '//www.xeno-canto.org/sounds/uploaded/HUTYLVCZFM/ffts/XC62926-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/HUTYLVCZFM/ffts/XC62926-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/HUTYLVCZFM/ffts/XC62926-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/HUTYLVCZFM/ffts/XC62926-full.png'}	1	< 0.1%
{'small': '//www.xeno-canto.org/sounds/uploaded/PJVICFDZGZ/ffts/XC388612-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/PJVICFDZGZ/ffts/XC388612-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/PJVICFDZGZ/ffts/XC388612-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/PJVICFDZGZ/ffts/XC388612-full.png'}	1	< 0.1%
{'small': '//www.xeno-canto.org/sounds/uploaded/EFJRFHSDLT/ffts/XC239858-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/EFJRFHSDLT/ffts/XC239858-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/EFJRFHSDLT/ffts/XC239858-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/EFJRFHSDLT/ffts/XC239858-full.png'}	1	< 0.1%
{'small': '//www.xeno-canto.org/sounds/uploaded/WOEAFQRMUD/ffts/XC135070-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/WOEAFQRMUD/ffts/XC135070-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/WOEAFQRMUD/ffts/XC135070-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/WOEAFQRMUD/ffts/XC135070-full.png'}	1	< 0.1%
Other values (5790)	5790	99.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
small	5800	12.5%
med	5800	12.5%
large	5800	12.5%
full	5800	12.5%
www.xeno-canto.org/sounds/uploaded/ihioggzvqa/ffts/xc22037-small.png	1	< 0.1%
www.xeno-canto.org/sounds/uploaded/rftxrybvbx/ffts/xc451010-med.png	1	< 0.1%
www.xeno-canto.org/sounds/uploaded/jpbsnbuuef/ffts/xc163938-large.png	1	< 0.1%
www.xeno-canto.org/sounds/uploaded/bwiydngphx/ffts/xc107466-med.png	1	< 0.1%
www.xeno-canto.org/sounds/uploaded/kgocookttu/ffts/xc393305-small.png	1	< 0.1%
www.xeno-canto.org/sounds/uploaded/eszpfeoqum/ffts/xc323307-large.png	1	< 0.1%
Other values (23194)	23194	50.0%

Most occurring characters

Value	Count	Frequency (%)
/	162400	8.5%
o	116000	6.1%
'	92800	4.9%
n	92800	4.9%
s	81200	4.3%
l	81200	4.3%
d	81200	4.3%
a	69600	3.6%
w	69600	3.6%
.	69600	3.6%
Other values (52)	993304	52.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1032400	54.1%
Other Punctuation	365400	19.1%
Uppercase Letter	278400	14.6%
Decimal Number	134904	7.1%
Dash Punctuation	46400	2.4%
Space Separator	40600	2.1%
Open Punctuation	5800	0.3%
Close Punctuation	5800	0.3%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
X	33404	12.0%
C	32044	11.5%
V	12640	4.5%
Z	11856	4.3%
O	11752	4.2%
P	11632	4.2%
R	10840	3.9%
B	10392	3.7%
K	10236	3.7%
D	9880	3.5%
Other values (16)	123724	44.4%

Lowercase Letter

Value	Count	Frequency (%)
o	116000	11.2%
n	92800	9.0%
s	81200	7.9%
l	81200	7.9%
d	81200	7.9%
a	69600	6.7%
w	69600	6.7%
e	69600	6.7%
g	58000	5.6%
u	58000	5.6%
Other values (7)	255200	24.7%

Decimal Number

Value	Count	Frequency (%)
1	18268	13.5%
3	16408	12.2%
2	15020	11.1%
5	14168	10.5%
4	14140	10.5%
0	11880	8.8%
7	11744	8.7%
6	11428	8.5%
8	10976	8.1%
9	10872	8.1%

Other Punctuation

Value	Count	Frequency (%)
/	162400	44.4%
'	92800	25.4%
.	69600	19.0%
:	23200	6.3%
,	17400	4.8%

Open Punctuation

Value	Count	Frequency (%)
{	5800	100.0%

Space Separator

Value	Count	Frequency (%)
	40600	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	46400	100.0%

Close Punctuation

Value	Count	Frequency (%)
}	5800	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1310800	68.6%
Common	598904	31.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	116000	8.8%
n	92800	7.1%
s	81200	6.2%
l	81200	6.2%
d	81200	6.2%
a	69600	5.3%
w	69600	5.3%
e	69600	5.3%
g	58000	4.4%
u	58000	4.4%
Other values (33)	533600	40.7%

Common

Value	Count	Frequency (%)
/	162400	27.1%
'	92800	15.5%
.	69600	11.6%
-	46400	7.7%
	40600	6.8%
:	23200	3.9%
1	18268	3.1%
,	17400	2.9%
3	16408	2.7%
2	15020	2.5%
Other values (9)	96808	16.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1909704	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	162400	8.5%
o	116000	6.1%
'	92800	4.9%
n	92800	4.9%
s	81200	4.3%
l	81200	4.3%
d	81200	4.3%
a	69600	3.6%
w	69600	3.6%
.	69600	3.6%
Other values (52)	993304	52.0%

lic
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	9
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	45.4 KiB

//creativecommons.org/licenses/by-nc-sa/4.0/	3569
//creativecommons.org/licenses/by-nc-nd/2.5/	994
//creativecommons.org/licenses/by-nc-sa/3.0/	862
//creativecommons.org/licenses/by-nc-nd/4.0/	277
//creativecommons.org/licenses/by-sa/3.0/	68
Other values (4)	30

Length

Max length	44
Median length	44
Mean length	43.95086207
Min length	38

Characters and Unicode

Total characters	254915
Distinct characters	24
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	//creativecommons.org/licenses/by-nc-sa/4.0/
2nd row	//creativecommons.org/licenses/by-nc-sa/4.0/
3rd row	//creativecommons.org/licenses/by-nc-sa/4.0/
4th row	//creativecommons.org/licenses/by-nc-sa/4.0/
5th row	//creativecommons.org/licenses/by-nc-sa/4.0/

Common Values

Value	Count	Frequency (%)
//creativecommons.org/licenses/by-nc-sa/4.0/	3569	61.5%
//creativecommons.org/licenses/by-nc-nd/2.5/	994	17.1%
//creativecommons.org/licenses/by-nc-sa/3.0/	862	14.9%
//creativecommons.org/licenses/by-nc-nd/4.0/	277	4.8%
//creativecommons.org/licenses/by-sa/3.0/	68	1.2%
//creativecommons.org/licenses/by-sa/4.0/	24	0.4%
//creativecommons.org/licenses/by-nc-nd/3.0/	4	0.1%
//creativecommons.org/licenses/by-nc/4.0/	1	< 0.1%
//creativecommons.org/licenses/by/4.0/	1	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
creativecommons.org/licenses/by-nc-sa/4.0	3569	61.5%
creativecommons.org/licenses/by-nc-nd/2.5	994	17.1%
creativecommons.org/licenses/by-nc-sa/3.0	862	14.9%
creativecommons.org/licenses/by-nc-nd/4.0	277	4.8%
creativecommons.org/licenses/by-sa/3.0	68	1.2%
creativecommons.org/licenses/by-sa/4.0	24	0.4%
creativecommons.org/licenses/by-nc-nd/3.0	4	0.1%
creativecommons.org/licenses/by/4.0	1	< 0.1%
creativecommons.org/licenses/by-nc/4.0	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
/	34800	13.7%
e	23200	9.1%
c	23107	9.1%
s	21923	8.6%
n	18582	7.3%
o	17400	6.8%
r	11600	4.6%
i	11600	4.6%
m	11600	4.6%
.	11600	4.6%
Other values (14)	69503	27.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	185410	72.7%
Other Punctuation	46400	18.2%
Decimal Number	11600	4.6%
Dash Punctuation	11505	4.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	23200	12.5%
c	23107	12.5%
s	21923	11.8%
n	18582	10.0%
o	17400	9.4%
r	11600	6.3%
i	11600	6.3%
m	11600	6.3%
a	10323	5.6%
t	5800	3.1%
Other values (6)	30275	16.3%

Decimal Number

Value	Count	Frequency (%)
0	4806	41.4%
4	3872	33.4%
2	994	8.6%
5	994	8.6%
3	934	8.1%

Other Punctuation

Value	Count	Frequency (%)
/	34800	75.0%
.	11600	25.0%

Dash Punctuation

Value	Count	Frequency (%)
-	11505	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	185410	72.7%
Common	69505	27.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	23200	12.5%
c	23107	12.5%
s	21923	11.8%
n	18582	10.0%
o	17400	9.4%
r	11600	6.3%
i	11600	6.3%
m	11600	6.3%
a	10323	5.6%
t	5800	3.1%
Other values (6)	30275	16.3%

Common

Value	Count	Frequency (%)
/	34800	50.1%
.	11600	16.7%
-	11505	16.6%
0	4806	6.9%
4	3872	5.6%
2	994	1.4%
5	994	1.4%
3	934	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	254915	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	34800	13.7%
e	23200	9.1%
c	23107	9.1%
s	21923	8.6%
n	18582	7.3%
o	17400	6.8%
r	11600	4.6%
i	11600	4.6%
m	11600	4.6%
.	11600	4.6%
Other values (14)	69503	27.3%

q
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	45.4 KiB

B	3698
A	2102

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	5800
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A
2nd row	A
3rd row	A
4th row	A
5th row	A

Common Values

Value	Count	Frequency (%)
B	3698	63.8%
A	2102	36.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
b	3698	63.8%
a	2102	36.2%

Most occurring characters

Value	Count	Frequency (%)
B	3698	63.8%
A	2102	36.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	5800	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
B	3698	63.8%
A	2102	36.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5800	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
B	3698	63.8%
A	2102	36.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5800	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
B	3698	63.8%
A	2102	36.2%

length
Categorical

HIGH CORRELATION

Distinct	20
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	45.4 KiB

0:12	384
0:16	377
0:18	376
0:17	371
0:14	354
Other values (15)	3938

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	23200
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0:17
2nd row	0:14
3rd row	0:15
4th row	0:10
5th row	0:11

Common Values

Value	Count	Frequency (%)
0:12	384	6.6%
0:16	377	6.5%
0:18	376	6.5%
0:17	371	6.4%
0:14	354	6.1%
0:10	344	5.9%
0:13	343	5.9%
0:19	337	5.8%
0:15	328	5.7%
0:11	327	5.6%
Other values (10)	2259	38.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0:12	384	6.6%
0:16	377	6.5%
0:18	376	6.5%
0:17	371	6.4%
0:14	354	6.1%
0:10	344	5.9%
0:13	343	5.9%
0:19	337	5.8%
0:15	328	5.7%
0:11	327	5.6%
Other values (10)	2259	38.9%

Most occurring characters

Value	Count	Frequency (%)
0	8414	36.3%
:	5800	25.0%
1	3931	16.9%
7	691	3.0%
6	665	2.9%
8	652	2.8%
4	631	2.7%
9	630	2.7%
5	617	2.7%
3	613	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	17400	75.0%
Other Punctuation	5800	25.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	8414	48.4%
1	3931	22.6%
7	691	4.0%
6	665	3.8%
8	652	3.7%
4	631	3.6%
9	630	3.6%
5	617	3.5%
3	613	3.5%
2	556	3.2%

Other Punctuation

Value	Count	Frequency (%)
:	5800	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	23200	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	8414	36.3%
:	5800	25.0%
1	3931	16.9%
7	691	3.0%
6	665	2.9%
8	652	2.8%
4	631	2.7%
9	630	2.7%
5	617	2.7%
3	613	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23200	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	8414	36.3%
:	5800	25.0%
1	3931	16.9%
7	691	3.0%
6	665	2.9%
8	652	2.8%
4	631	2.7%
9	630	2.7%
5	617	2.7%
3	613	2.6%

time
Date

MISSING

Distinct	756
Distinct (%)	15.0%
Missing	765
Missing (%)	13.2%
Memory size	45.4 KiB

Minimum	1900-01-01 00:00:00
Maximum	1900-01-01 23:40:00

Histogram

Histogram with fixed size bins (bins=50)

date
Date

Distinct	2361
Distinct (%)	40.9%
Missing	30
Missing (%)	0.5%
Memory size	45.4 KiB

Minimum	1985-06-20 00:00:00
Maximum	2021-05-05 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

uploaded
Categorical

HIGH CARDINALITY

Distinct	1868
Distinct (%)	32.2%
Missing	0
Missing (%)	0.0%
Memory size	45.4 KiB

2008-11-20	261
2015-03-23	65
2015-03-22	49
2013-05-30	33
2015-12-29	32
Other values (1863)	5360

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	58000
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	783 ?
Unique (%)	13.5%

Sample

1st row	2019-02-04
2nd row	2018-06-03
3rd row	2015-11-18
4th row	2015-10-03
5th row	2015-01-09

Common Values

Value	Count	Frequency (%)
2008-11-20	261	4.5%
2015-03-23	65	1.1%
2015-03-22	49	0.8%
2013-05-30	33	0.6%
2015-12-29	32	0.6%
2011-07-18	29	0.5%
2016-06-20	27	0.5%
2011-01-13	27	0.5%
2013-04-19	24	0.4%
2014-02-24	22	0.4%
Other values (1858)	5231	90.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2008-11-20	261	4.5%
2015-03-23	65	1.1%
2015-03-22	49	0.8%
2013-05-30	33	0.6%
2015-12-29	32	0.6%
2011-07-18	29	0.5%
2016-06-20	27	0.5%
2011-01-13	27	0.5%
2013-04-19	24	0.4%
2014-02-24	22	0.4%
Other values (1858)	5231	90.2%

Most occurring characters

Value	Count	Frequency (%)
0	14478	25.0%
-	11600	20.0%
2	10203	17.6%
1	9417	16.2%
5	2276	3.9%
3	2094	3.6%
6	1759	3.0%
9	1601	2.8%
4	1581	2.7%
7	1542	2.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46400	80.0%
Dash Punctuation	11600	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	14478	31.2%
2	10203	22.0%
1	9417	20.3%
5	2276	4.9%
3	2094	4.5%
6	1759	3.8%
9	1601	3.5%
4	1581	3.4%
7	1542	3.3%
8	1449	3.1%

Dash Punctuation

Value	Count	Frequency (%)
-	11600	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	58000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	14478	25.0%
-	11600	20.0%
2	10203	17.6%
1	9417	16.2%
5	2276	3.9%
3	2094	3.6%
6	1759	3.0%
9	1601	2.8%
4	1581	2.7%
7	1542	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	58000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	14478	25.0%
-	11600	20.0%
2	10203	17.6%
1	9417	16.2%
5	2276	3.9%
3	2094	3.6%
6	1759	3.0%
9	1601	2.8%
4	1581	2.7%
7	1542	2.7%

also
Categorical

HIGH CARDINALITY

Distinct	1089
Distinct (%)	18.8%
Missing	0
Missing (%)	0.0%
Memory size	45.4 KiB

['']	3887
['Agelaius phoeniceus']	53
['Cardinalis cardinalis']	40
['Turdus migratorius']	29
['Melospiza melodia']	22
Other values (1084)	1769

Length

Max length	204
Median length	4
Mean length	15.61224138
Min length	4

Characters and Unicode

Total characters	90551
Distinct characters	53
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	891 ?
Unique (%)	15.4%

Sample

1st row	['Cygnus buccinator']
2nd row	['Agelaius phoeniceus']
3rd row	['']
4th row	['']
5th row	['Poecile atricapillus']

Common Values

Value	Count	Frequency (%)
['']	3887	67.0%
['Agelaius phoeniceus']	53	0.9%
['Cardinalis cardinalis']	40	0.7%
['Turdus migratorius']	29	0.5%
['Melospiza melodia']	22	0.4%
['Cyanocitta cristata']	21	0.4%
['Poecile atricapillus']	19	0.3%
['Geothlypis trichas']	18	0.3%
['Haemorhous mexicanus']	18	0.3%
['Thryothorus ludovicianus']	18	0.3%
Other values (1079)	1675	28.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	3887	36.6%
cardinalis	305	2.9%
setophaga	208	2.0%
agelaius	145	1.4%
phoeniceus	145	1.4%
melospiza	128	1.2%
vireo	126	1.2%
turdus	117	1.1%
migratorius	117	1.1%
melodia	106	1.0%
Other values (453)	5329	50.2%

Most occurring characters

Value	Count	Frequency (%)
'	14500	16.0%
a	6835	7.5%
i	5898	6.5%
[	5800	6.4%
]	5800	6.4%
s	4926	5.4%
	4813	5.3%
e	4134	4.6%
o	4027	4.4%
r	3853	4.3%
Other values (43)	29965	33.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	54825	60.5%
Other Punctuation	15950	17.6%
Open Punctuation	5800	6.4%
Close Punctuation	5800	6.4%
Space Separator	4813	5.3%
Uppercase Letter	3363	3.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	6835	12.5%
i	5898	10.8%
s	4926	9.0%
e	4134	7.5%
o	4027	7.3%
r	3853	7.0%
l	3650	6.7%
u	3516	6.4%
n	2830	5.2%
c	2777	5.1%
Other values (16)	12379	22.6%

Uppercase Letter

Value	Count	Frequency (%)
C	609	18.1%
S	536	15.9%
P	422	12.5%
T	326	9.7%
M	313	9.3%
A	212	6.3%
Z	152	4.5%
V	137	4.1%
H	111	3.3%
B	105	3.1%
Other values (12)	440	13.1%

Other Punctuation

Value	Count	Frequency (%)
'	14500	90.9%
,	1450	9.1%

Open Punctuation

Value	Count	Frequency (%)
[	5800	100.0%

Space Separator

Value	Count	Frequency (%)
	4813	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	5800	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	58188	64.3%
Common	32363	35.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	6835	11.7%
i	5898	10.1%
s	4926	8.5%
e	4134	7.1%
o	4027	6.9%
r	3853	6.6%
l	3650	6.3%
u	3516	6.0%
n	2830	4.9%
c	2777	4.8%
Other values (38)	15742	27.1%

Common

Value	Count	Frequency (%)
'	14500	44.8%
[	5800	17.9%
]	5800	17.9%
	4813	14.9%
,	1450	4.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	90551	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
'	14500	16.0%
a	6835	7.5%
i	5898	6.5%
[	5800	6.4%
]	5800	6.4%
s	4926	5.4%
	4813	5.3%
e	4134	4.6%
o	4027	4.4%
r	3853	4.3%
Other values (43)	29965	33.1%

rmk
Categorical

HIGH CARDINALITY
MISSING

Distinct	3336
Distinct (%)	88.0%
Missing	2007
Missing (%)	34.6%
Memory size	45.4 KiB

Editing: High-pass filter, cutoff frequency 1kHz, some amplification. Equipment: Olympus WS-822 digital recorder with Audio-technica ATR 6550 shotgun.	80
Recording amplified.	28
Natural vocalization	25
song	22
natural vocalization	21
Other values (3331)	3617

Length

Max length	1358
Median length	68
Mean length	109.1386765
Min length	4

Characters and Unicode

Total characters	413963
Distinct characters	99
Distinct categories	13 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3176 ?
Unique (%)	83.7%

Sample

1st row	Mixed flock of Trumpeter Swans and Canada Geese feeding in an agricultural field. Recording of Swan's here XC454910
2nd row	Natural vocalization
3rd row	Flock calling while flying over at dusk. Amplification, low and high pass filters used in Audacity.
4th row	Natural vocalizations from a pair of birds in flight. Recording not modified.
5th row	A large flock of Canada Geese taking off. I believe most of the birds in this flock were parvipes ("Lesser") Canada Geese, but there were also larger (subspecies moffitti?) Canada Geese and a few Cackling Geese (several of the subspecies hutchinsii and possibly one of the subspecies minima) in the general vicinity. In the old days this would have been an "obvious" or "easy" flock of "Canada Geese." Now we're dealing with perhaps two species and probably two or three subspecies in the recording. Again, I believe most of the birds audible here are parvipes ("Lesser") Canada Geese.

Common Values

Value	Count	Frequency (%)
Editing: High-pass filter, cutoff frequency 1kHz, some amplification. Equipment: Olympus WS-822 digital recorder with Audio-technica ATR 6550 shotgun.	80	1.4%
Recording amplified.	28	0.5%
Natural vocalization	25	0.4%
song	22	0.4%
natural vocalization	21	0.4%
Amplification, low and high pass filters used in Audacity.	20	0.3%
Recording amplified. High pass filter 6db.	13	0.2%
(Sennheiser ME62 omni mic, 24 inch Roché parabola, Marantz PMD 661).	11	0.2%
not seen calling among about twenty coots feeding in marsh	9	0.2%
Recording amplified. High pass filter.	8	0.1%
Other values (3326)	3556	61.3%
(Missing)	2007	34.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
a	2185	3.3%
the	2184	3.3%
in	1989	3.0%
of	1568	2.4%
and	1477	2.2%
from	1096	1.7%
bird	938	1.4%
to	811	1.2%
with	781	1.2%
was	662	1.0%
Other values (5948)	52490	79.3%

Most occurring characters

Value	Count	Frequency (%)
	62483	15.1%
e	33135	8.0%
a	26322	6.4%
i	26147	6.3%
o	22685	5.5%
t	22487	5.4%
n	22222	5.4%
r	21670	5.2%
s	17601	4.3%
d	15339	3.7%
Other values (89)	143872	34.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	306729	74.1%
Space Separator	62483	15.1%
Uppercase Letter	15672	3.8%
Other Punctuation	12713	3.1%
Decimal Number	10336	2.5%
Control	2774	0.7%
Dash Punctuation	1597	0.4%
Open Punctuation	683	0.2%
Close Punctuation	682	0.2%
Math Symbol	258	0.1%
Other values (3)	36	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	33135	10.8%
a	26322	8.6%
i	26147	8.5%
o	22685	7.4%
t	22487	7.3%
n	22222	7.2%
r	21670	7.1%
s	17601	5.7%
d	15339	5.0%
l	14858	4.8%
Other values (19)	84263	27.5%

Uppercase Letter

Value	Count	Frequency (%)
A	1779	11.4%
S	1534	9.8%
C	1194	7.6%
R	1161	7.4%
T	1138	7.3%
I	868	5.5%
H	837	5.3%
B	830	5.3%
M	786	5.0%
P	731	4.7%
Other values (16)	4814	30.7%

Other Punctuation

Value	Count	Frequency (%)
.	6155	48.4%
,	2729	21.5%
/	1128	8.9%
:	997	7.8%
'	448	3.5%
"	443	3.5%
;	305	2.4%
#	171	1.3%
%	146	1.1%
?	88	0.7%
Other values (4)	103	0.8%

Decimal Number

Value	Count	Frequency (%)
0	1970	19.1%
2	1598	15.5%
1	1464	14.2%
5	1169	11.3%
3	832	8.0%
6	813	7.9%
4	791	7.7%
7	632	6.1%
8	575	5.6%
9	492	4.8%

Math Symbol

Value	Count	Frequency (%)
=	92	35.7%
~	70	27.1%
<	32	12.4%
>	31	12.0%
\|	21	8.1%
+	12	4.7%

Dash Punctuation

Value	Count	Frequency (%)
-	1578	98.8%
—	18	1.1%
–	1	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	660	96.6%
[	23	3.4%

Close Punctuation

Value	Count	Frequency (%)
)	659	96.6%
]	23	3.4%

Control

Value	Count	Frequency (%)
	1387	50.0%
	1387	50.0%

Final Punctuation

Value	Count	Frequency (%)
”	17	70.8%
’	7	29.2%

Space Separator

Value	Count	Frequency (%)
	62483	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	11	100.0%

Other Symbol

Value	Count	Frequency (%)
°	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	322401	77.9%
Common	91562	22.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	33135	10.3%
a	26322	8.2%
i	26147	8.1%
o	22685	7.0%
t	22487	7.0%
n	22222	6.9%
r	21670	6.7%
s	17601	5.5%
d	15339	4.8%
l	14858	4.6%
Other values (45)	99935	31.0%

Common

Value	Count	Frequency (%)
	62483	68.2%
.	6155	6.7%
,	2729	3.0%
0	1970	2.2%
2	1598	1.7%
-	1578	1.7%
1	1464	1.6%
	1387	1.5%
	1387	1.5%
5	1169	1.3%
Other values (34)	9642	10.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	413848	> 99.9%
Latin 1 Sup	72	< 0.1%
Punctuation	43	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	62483	15.1%
e	33135	8.0%
a	26322	6.4%
i	26147	6.3%
o	22685	5.5%
t	22487	5.4%
n	22222	5.4%
r	21670	5.2%
s	17601	4.3%
d	15339	3.7%
Other values (81)	143757	34.7%

Punctuation

Value	Count	Frequency (%)
—	18	41.9%
”	17	39.5%
’	7	16.3%
–	1	2.3%

Latin 1 Sup

Value	Count	Frequency (%)
é	47	65.3%
ö	16	22.2%
ø	8	11.1%
°	1	1.4%

bird-seen
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	45.4 KiB

yes	3505
unknown	1263
no	1032

Length

Max length	7
Median length	3
Mean length	3.693103448
Min length	2

Characters and Unicode

Total characters	21420
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	yes
2nd row	yes
3rd row	yes
4th row	yes
5th row	yes

Common Values

Value	Count	Frequency (%)
yes	3505	60.4%
unknown	1263	21.8%
no	1032	17.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
yes	3505	60.4%
unknown	1263	21.8%
no	1032	17.8%

Most occurring characters

Value	Count	Frequency (%)
n	4821	22.5%
y	3505	16.4%
e	3505	16.4%
s	3505	16.4%
o	2295	10.7%
u	1263	5.9%
k	1263	5.9%
w	1263	5.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	21420	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	4821	22.5%
y	3505	16.4%
e	3505	16.4%
s	3505	16.4%
o	2295	10.7%
u	1263	5.9%
k	1263	5.9%
w	1263	5.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	21420	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	4821	22.5%
y	3505	16.4%
e	3505	16.4%
s	3505	16.4%
o	2295	10.7%
u	1263	5.9%
k	1263	5.9%
w	1263	5.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21420	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	4821	22.5%
y	3505	16.4%
e	3505	16.4%
s	3505	16.4%
o	2295	10.7%
u	1263	5.9%
k	1263	5.9%
w	1263	5.9%

playback-used
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	45.4 KiB

no	4420
unknown	1171
yes	209

Length

Max length	7
Median length	2
Mean length	3.045517241
Min length	2

Characters and Unicode

Total characters	17664
Distinct characters	8
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	no
2nd row	no
3rd row	no
4th row	no
5th row	no

Common Values

Value	Count	Frequency (%)
no	4420	76.2%
unknown	1171	20.2%
yes	209	3.6%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
no	4420	76.2%
unknown	1171	20.2%
yes	209	3.6%

Most occurring characters

Value	Count	Frequency (%)
n	7933	44.9%
o	5591	31.7%
u	1171	6.6%
k	1171	6.6%
w	1171	6.6%
y	209	1.2%
e	209	1.2%
s	209	1.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	17664	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	7933	44.9%
o	5591	31.7%
u	1171	6.6%
k	1171	6.6%
w	1171	6.6%
y	209	1.2%
e	209	1.2%
s	209	1.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	17664	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	7933	44.9%
o	5591	31.7%
u	1171	6.6%
k	1171	6.6%
w	1171	6.6%
y	209	1.2%
e	209	1.2%
s	209	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17664	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	7933	44.9%
o	5591	31.7%
u	1171	6.6%
k	1171	6.6%
w	1171	6.6%
y	209	1.2%
e	209	1.2%
s	209	1.2%

pred
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	45.4 KiB

1	3181
0	2619

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	5800
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	3181	54.8%
0	2619	45.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	3181	54.8%
0	2619	45.2%

Most occurring characters

Value	Count	Frequency (%)
1	3181	54.8%
0	2619	45.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5800	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	3181	54.8%
0	2619	45.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	5800	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	3181	54.8%
0	2619	45.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5800	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	3181	54.8%
0	2619	45.2%

gender
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	0.5%
Missing	5369
Missing (%)	92.6%
Memory size	45.4 KiB

male	366
female	65

Length

Max length	6
Median length	4
Mean length	4.30162413
Min length	4

Characters and Unicode

Total characters	1854
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	male
2nd row	male
3rd row	female
4th row	female
5th row	female

Common Values

Value	Count	Frequency (%)
male	366	6.3%
female	65	1.1%
(Missing)	5369	92.6%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
male	366	84.9%
female	65	15.1%

Most occurring characters

Value	Count	Frequency (%)
e	496	26.8%
m	431	23.2%
a	431	23.2%
l	431	23.2%
f	65	3.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1854	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	496	26.8%
m	431	23.2%
a	431	23.2%
l	431	23.2%
f	65	3.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1854	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	496	26.8%
m	431	23.2%
a	431	23.2%
l	431	23.2%
f	65	3.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1854	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	496	26.8%
m	431	23.2%
a	431	23.2%
l	431	23.2%
f	65	3.5%

age
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	0.4%
Missing	5350
Missing (%)	92.2%
Memory size	45.4 KiB

adult	402
juvenile	48

Length

Max length	8
Median length	5
Mean length	5.32
Min length	5

Characters and Unicode

Total characters	2394
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	adult
2nd row	adult
3rd row	adult
4th row	adult
5th row	juvenile

Common Values

Value	Count	Frequency (%)
adult	402	6.9%
juvenile	48	0.8%
(Missing)	5350	92.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
adult	402	89.3%
juvenile	48	10.7%

Most occurring characters

Value	Count	Frequency (%)
u	450	18.8%
l	450	18.8%
a	402	16.8%
d	402	16.8%
t	402	16.8%
e	96	4.0%
j	48	2.0%
v	48	2.0%
n	48	2.0%
i	48	2.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2394	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
u	450	18.8%
l	450	18.8%
a	402	16.8%
d	402	16.8%
t	402	16.8%
e	96	4.0%
j	48	2.0%
v	48	2.0%
n	48	2.0%
i	48	2.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2394	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
u	450	18.8%
l	450	18.8%
a	402	16.8%
d	402	16.8%
t	402	16.8%
e	96	4.0%
j	48	2.0%
v	48	2.0%
n	48	2.0%
i	48	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2394	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
u	450	18.8%
l	450	18.8%
a	402	16.8%
d	402	16.8%
t	402	16.8%
e	96	4.0%
j	48	2.0%
v	48	2.0%
n	48	2.0%
i	48	2.0%

month
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	12
Distinct (%)	0.2%
Missing	30
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	5.706412478

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.4 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	4
median	5
Q3	7
95-th percentile	11
Maximum	12
Range	11
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.569966095
Coefficient of variation (CV)	0.4503645863
Kurtosis	0.15801253
Mean	5.706412478
Median Absolute Deviation (MAD)	1
Skewness	0.639067317
Sum	32926
Variance	6.60472573
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
5	1305	22.5%
6	1054	18.2%
4	879	15.2%
7	440	7.6%
3	408	7.0%
2	313	5.4%
8	307	5.3%
9	225	3.9%
12	211	3.6%
11	210	3.6%
Other values (2)	418	7.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	208	3.6%
2	313	5.4%
3	408	7.0%
4	879	15.2%
5	1305	22.5%
6	1054	18.2%
7	440	7.6%
8	307	5.3%
9	225	3.9%
10	210	3.6%

Value	Count	Frequency (%)
12	211	3.6%
11	210	3.6%
10	210	3.6%
9	225	3.9%
8	307	5.3%
7	440	7.6%
6	1054	18.2%
5	1305	22.5%
4	879	15.2%
3	408	7.0%

day
Real number (ℝ_≥0)

Distinct	31
Distinct (%)	0.5%
Missing	30
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	15.6389948

Minimum	1
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	45.4 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	16
Q3	23
95-th percentile	29
Maximum	31
Range	30
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	8.826823573
Coefficient of variation (CV)	0.564411184
Kurtosis	-1.206424945
Mean	15.6389948
Median Absolute Deviation (MAD)	8
Skewness	-0.02488560941
Sum	90237
Variance	77.91281438
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
1	238	4.1%
3	225	3.9%
23	222	3.8%
20	214	3.7%
27	208	3.6%
25	207	3.6%
29	204	3.5%
4	203	3.5%
17	202	3.5%
21	197	3.4%
Other values (21)	3650	62.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	238	4.1%
2	163	2.8%
3	225	3.9%
4	203	3.5%
5	175	3.0%
6	182	3.1%
7	188	3.2%
8	163	2.8%
9	191	3.3%
10	185	3.2%

Value	Count	Frequency (%)
31	87	1.5%
30	144	2.5%
29	204	3.5%
28	172	3.0%
27	208	3.6%
26	171	2.9%
25	207	3.6%
24	196	3.4%
23	222	3.8%
22	168	2.9%

hour
Real number (ℝ_≥0)

MISSING

Distinct	24
Distinct (%)	0.5%
Missing	765
Missing (%)	13.2%
Infinite	0
Infinite (%)	0.0%
Mean	10.1388282

Minimum	0
Maximum	23
Zeros	12
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	45.4 KiB

Quantile statistics

Minimum	0
5-th percentile	6
Q1	8
median	9
Q3	12
95-th percentile	18
Maximum	23
Range	23
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.727986882
Coefficient of variation (CV)	0.3676940577
Kurtosis	0.5164947252
Mean	10.1388282
Median Absolute Deviation (MAD)	2
Skewness	0.9546544093
Sum	51049
Variance	13.89788619
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
8	803	13.8%
7	731	12.6%
9	686	11.8%
10	566	9.8%
11	380	6.6%
6	366	6.3%
12	250	4.3%
13	197	3.4%
14	178	3.1%
17	154	2.7%
Other values (14)	724	12.5%
(Missing)	765	13.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12	0.2%
1	7	0.1%
2	5	0.1%
3	9	0.2%
4	14	0.2%
5	106	1.8%
6	366	6.3%
7	731	12.6%
8	803	13.8%
9	686	11.8%

Value	Count	Frequency (%)
23	5	0.1%
22	12	0.2%
21	24	0.4%
20	52	0.9%
19	96	1.7%
18	129	2.2%
17	154	2.7%
16	133	2.3%
15	120	2.1%
14	178	3.1%

minute
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	60
Distinct (%)	1.2%
Missing	765
Missing (%)	13.2%
Infinite	0
Infinite (%)	0.0%
Mean	21.3469712

Minimum	0
Maximum	59
Zeros	1468
Zeros (%)	25.3%
Negative	0
Negative (%)	0.0%
Memory size	45.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	26
Q3	30
95-th percentile	52
Maximum	59
Range	59
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	17.86641399
Coefficient of variation (CV)	0.8369531124
Kurtosis	-1.141881215
Mean	21.3469712
Median Absolute Deviation (MAD)	16
Skewness	0.1936456324
Sum	107482
Variance	319.2087488
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1468	25.3%
30	1188	20.5%
15	122	2.1%
45	116	2.0%
20	104	1.8%
40	94	1.6%
10	80	1.4%
50	76	1.3%
5	63	1.1%
25	60	1.0%
Other values (50)	1664	28.7%
(Missing)	765	13.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1468	25.3%
1	25	0.4%
2	37	0.6%
3	27	0.5%
4	13	0.2%
5	63	1.1%
6	39	0.7%
7	36	0.6%
8	25	0.4%
9	33	0.6%

Value	Count	Frequency (%)
59	31	0.5%
58	43	0.7%
57	22	0.4%
56	45	0.8%
55	37	0.6%
54	32	0.6%
53	31	0.5%
52	30	0.5%
51	30	0.5%
50	76	1.3%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	df_index	id	gen	sp	ssp	en	rec	cnt	loc	lat	lng	alt	type	url	file	file-name	sono	lic	q	length	time	date	uploaded	also	rmk	bird-seen	playback-used	pred	gender	age	month	day	hour	minute
0	96	454911	Branta	canadensis	NaN	Canada Goose	Bruce Lagerquist	United States	Sedro-Woolley, Skagit County, Washington	48.5237	-122.0185	30	call	//www.xeno-canto.org/454911	//www.xeno-canto.org/454911/download	XC454911-190202_02 Canadian Geese.mp3	{'small': '//www.xeno-canto.org/sounds/uploaded/JHFICMRVUX/ffts/XC454911-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/JHFICMRVUX/ffts/XC454911-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/JHFICMRVUX/ffts/XC454911-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/JHFICMRVUX/ffts/XC454911-full.png'}	//creativecommons.org/licenses/by-nc-sa/4.0/	A	0:17	1900-01-01 11:30:00	2019-02-02	2019-02-04	['Cygnus buccinator']	Mixed flock of Trumpeter Swans and Canada Geese feeding in an agricultural field. Recording of Swan's here XC454910	yes	no	1	NaN	NaN	2.0	2.0	11.0	30.0
1	97	418340	Branta	canadensis	NaN	Canada Goose	Sue Riffe	United States	Au Sable SF - Big Creek Rd, Michigan	44.0185	-83.7560	180	song	//www.xeno-canto.org/418340	//www.xeno-canto.org/418340/download	XC418340-Canada Goose on 5.11.18 at Au Sable SF MI at 11.20 for .14 _0908 .mp3	{'small': '//www.xeno-canto.org/sounds/uploaded/PVQOLRXXWL/ffts/XC418340-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/PVQOLRXXWL/ffts/XC418340-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/PVQOLRXXWL/ffts/XC418340-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/PVQOLRXXWL/ffts/XC418340-full.png'}	//creativecommons.org/licenses/by-nc-sa/4.0/	A	0:14	1900-01-01 11:20:00	2018-05-11	2018-06-03	['Agelaius phoeniceus']	Natural vocalization	yes	no	0	NaN	NaN	5.0	11.0	11.0	20.0
2	107	291051	Branta	canadensis	NaN	Canada Goose	Eric Hough	United States	San Juan River, Cottonwood Day-Use Area, Navajo Lake State Park, San Juan County, New Mexico	36.8068	-107.6789	1800	call	//www.xeno-canto.org/291051	//www.xeno-canto.org/291051/download	XC291051-CANG_11515_1730_SanJuanRiver-NavajoDam.mp3	{'small': '//www.xeno-canto.org/sounds/uploaded/BCFUZDOSJZ/ffts/XC291051-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/BCFUZDOSJZ/ffts/XC291051-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/BCFUZDOSJZ/ffts/XC291051-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/BCFUZDOSJZ/ffts/XC291051-full.png'}	//creativecommons.org/licenses/by-nc-sa/4.0/	A	0:15	1900-01-01 17:30:00	2015-11-15	2015-11-18	['']	Flock calling while flying over at dusk. Amplification, low and high pass filters used in Audacity.	yes	no	1	NaN	NaN	11.0	15.0	17.0	30.0
3	108	283618	Branta	canadensis	NaN	Canada Goose	Garrett MacDonald	United States	Beluga--North Bog, Kenai Peninsula Borough, Alaska	61.2089	-151.0103	40	call, flight call	//www.xeno-canto.org/283618	//www.xeno-canto.org/283618/download	XC283618-LS100466.mp3	{'small': '//www.xeno-canto.org/sounds/uploaded/CDHIAMGTRT/ffts/XC283618-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/CDHIAMGTRT/ffts/XC283618-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/CDHIAMGTRT/ffts/XC283618-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/CDHIAMGTRT/ffts/XC283618-full.png'}	//creativecommons.org/licenses/by-nc-sa/4.0/	A	0:10	1900-01-01 11:00:00	2015-05-20	2015-10-03	['']	Natural vocalizations from a pair of birds in flight. Recording not modified.	yes	no	1	NaN	NaN	5.0	20.0	11.0	0.0
4	110	209702	Branta	canadensis	NaN	Canada Goose	Albert @ Max lastukhin	United States	Oyster Bay (near Lattingtown), Nassau, New York	40.8881	-73.5851	10	call	//www.xeno-canto.org/209702	//www.xeno-canto.org/209702/download	XC209702-Poecile atricapillus Dec_27,_2014,_4_05_PM,C1.mp3	{'small': '//www.xeno-canto.org/sounds/uploaded/LELYWQKUZX/ffts/XC209702-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/LELYWQKUZX/ffts/XC209702-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/LELYWQKUZX/ffts/XC209702-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/LELYWQKUZX/ffts/XC209702-full.png'}	//creativecommons.org/licenses/by-nc-sa/4.0/	A	0:11	1900-01-01 16:00:00	2014-12-27	2015-01-09	['Poecile atricapillus']	NaN	yes	no	1	NaN	NaN	12.0	27.0	16.0	0.0
5	118	165398	Branta	canadensis	parvipes	Canada Goose	Ted Floyd	United States	Boulder, Colorado	40.0160	-105.2765	1600	call	//www.xeno-canto.org/165398	//www.xeno-canto.org/165398/download	XC165398-CanG for Xeno-Canto.mp3	{'small': '//www.xeno-canto.org/sounds/uploaded/KADPGEQPZI/ffts/XC165398-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/KADPGEQPZI/ffts/XC165398-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/KADPGEQPZI/ffts/XC165398-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/KADPGEQPZI/ffts/XC165398-full.png'}	//creativecommons.org/licenses/by-nc-sa/3.0/	A	0:19	1900-01-01 09:30:00	2014-01-24	2014-01-25	['']	A large flock of Canada Geese taking off. I believe most of the birds in this flock were parvipes ("Lesser") Canada Geese, but there were also larger (subspecies moffitti?) Canada Geese and a few Cackling Geese (several of the subspecies hutchinsii and possibly one of the subspecies minima) in the general vicinity. \r\n\r\nIn the old days this would have been an "obvious" or "easy" flock of "Canada Geese." Now we're dealing with perhaps two species and probably two or three subspecies in the recording. Again, I believe most of the birds audible here are parvipes ("Lesser") Canada Geese.	yes	no	1	NaN	NaN	1.0	24.0	9.0	30.0
6	129	1136	Branta	canadensis	NaN	Canada Goose	Don Jones	United States	Brace Road, Southampton, NJ	39.9337	-74.7170	?	song	//www.xeno-canto.org/1136	//www.xeno-canto.org/1136/download	bird034.mp3	{'small': '//www.xeno-canto.org/sounds/uploaded/BCWZQTGMSO/ffts/XC1136-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/BCWZQTGMSO/ffts/XC1136-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/BCWZQTGMSO/ffts/XC1136-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/BCWZQTGMSO/ffts/XC1136-full.png'}	//creativecommons.org/licenses/by-nc-nd/2.5/	A	0:10	NaT	1997-10-17	2008-11-20	['']	NaN	unknown	unknown	0	NaN	NaN	10.0	17.0	NaN	NaN
7	132	536877	Branta	canadensis	NaN	Canada Goose	Sue Riffe	United States	S Cape May Meadows, Cape May Cty, New Jersey	38.9381	-74.9446	0	adult, call, sex uncertain	//www.xeno-canto.org/536877	//www.xeno-canto.org/536877/download	XC536877-Canada Goose on 10.18.19 at S Cape May Meadows NJ at 18.52 for .19.mp3	{'small': '//www.xeno-canto.org/sounds/uploaded/PVQOLRXXWL/ffts/XC536877-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/PVQOLRXXWL/ffts/XC536877-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/PVQOLRXXWL/ffts/XC536877-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/PVQOLRXXWL/ffts/XC536877-full.png'}	//creativecommons.org/licenses/by-nc-sa/4.0/	B	0:19	1900-01-01 18:52:00	2019-10-18	2020-03-21	['Charadrius vociferus']	Natural vocalization of a flock of geese landing on the water near sunset. Windy	yes	no	1	NaN	adult	10.0	18.0	18.0	52.0
8	133	511453	Branta	canadensis	NaN	Canada Goose	Phoenix Birder	United States	Gilbert, Maricopa County, Arizona	33.3634	-111.7341	380	adult, call, female, male	//www.xeno-canto.org/511453	//www.xeno-canto.org/511453/download	XC511453-CaGo.2019.12.10.AZ.Maricopa.RiparianPreserve.mp3	{'small': '//www.xeno-canto.org/sounds/uploaded/UKNISVRBBF/ffts/XC511453-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/UKNISVRBBF/ffts/XC511453-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/UKNISVRBBF/ffts/XC511453-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/UKNISVRBBF/ffts/XC511453-full.png'}	//creativecommons.org/licenses/by-nc-sa/4.0/	B	0:19	1900-01-01 08:52:00	2019-12-10	2019-12-10	['Toxostoma curvirostre']	Sound Devices MixPre-3 Wildtronics Stereo Model #WTPMMSA 22” Parabolic Reflector, phoenixbirder@gmail.com	yes	no	1	male	adult	12.0	10.0	8.0	52.0
9	134	504983	Branta	canadensis	canadensis	Canada Goose	nick talbot	United States	Central Park, New York city,USA	40.7740	-73.9710	20	call	//www.xeno-canto.org/504983	//www.xeno-canto.org/504983/download	XC504983-2019_10_21 Branta canadensis2.mp3	{'small': '//www.xeno-canto.org/sounds/uploaded/CCUCXWCPSW/ffts/XC504983-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/CCUCXWCPSW/ffts/XC504983-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/CCUCXWCPSW/ffts/XC504983-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/CCUCXWCPSW/ffts/XC504983-full.png'}	//creativecommons.org/licenses/by-nc-sa/4.0/	B	0:13	1900-01-01 13:00:00	2019-10-21	2019-10-30	['']	A pair of birds calling from a lake	yes	no	1	NaN	NaN	10.0	21.0	13.0	0.0

Last rows

	df_index	id	gen	sp	ssp	en	rec	cnt	loc	lat	lng	alt	type	url	file	file-name	sono	lic	q	length	time	date	uploaded	also	rmk	bird-seen	playback-used	pred	gender	age	month	day	hour	minute
5790	56284	469830	Sonus	naturalis	NaN	Soundscape	Bates Estabrooks	United States	Heiskell, Anderson County, Tennessee	36.1728	-84.0080	280	call	//www.xeno-canto.org/469830	//www.xeno-canto.org/469830/download	XC469830-MP-Unk DWC-043019.mp3	{'small': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC469830-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC469830-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC469830-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC469830-full.png'}	//creativecommons.org/licenses/by-nc-sa/4.0/	B	0:07	1900-01-01 15:00:00	2019-04-30	2019-05-01	['']	Need ID help with three-note "breet" at 0:2.1. Thanks.	no	no	1	NaN	NaN	4.0	30.0	15.0	0.0
5791	56285	467481	Sonus	naturalis	NaN	Soundscape	Bates Estabrooks	United States	Andersonville, Anderson County, Tennessee	36.1934	-83.9963	280	call	//www.xeno-canto.org/467481	//www.xeno-canto.org/467481/download	XC467481-MP-Unk 1-Mt Olive-190418-006.mp3	{'small': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC467481-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC467481-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC467481-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC467481-full.png'}	//creativecommons.org/licenses/by-nc-sa/4.0/	B	0:18	1900-01-01 08:00:00	2019-04-18	2019-04-19	['']	Need ID on sharp two-note up-slide at 0:1.2 and 0:17.7. Thanks.	no	no	1	NaN	NaN	4.0	18.0	8.0	0.0
5792	56287	463867	Sonus	naturalis	NaN	Soundscape	Brian Hendrix	United States	Hendrix Habitat - Fairview, Williamson County, Tennessee	35.9870	-87.1450	260	call	//www.xeno-canto.org/463867	//www.xeno-canto.org/463867/download	XC463867-20190328-001.mp3	{'small': '//www.xeno-canto.org/sounds/uploaded/WFZJIOWFQY/ffts/XC463867-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/WFZJIOWFQY/ffts/XC463867-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/WFZJIOWFQY/ffts/XC463867-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/WFZJIOWFQY/ffts/XC463867-full.png'}	//creativecommons.org/licenses/by-nc-sa/4.0/	B	0:14	1900-01-01 15:30:00	2019-03-28	2019-03-28	['']	Recorded on: Zoom H4n Pro with internal mics\r\n\r\nCarolina Wren, Northern Cardinal, Tufted Titmouse, Pine Siskin	no	no	1	NaN	NaN	3.0	28.0	15.0	30.0
5793	56290	439751	Sonus	naturalis	NaN	Soundscape	Bates Estabrooks	United States	Andersonville, Anderson County, Tennessee	36.1720	-84.0070	280	call	//www.xeno-canto.org/439751	//www.xeno-canto.org/439751/download	XC439751-Unk-DWC-20181022_162408.mp3	{'small': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC439751-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC439751-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC439751-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC439751-full.png'}	//creativecommons.org/licenses/by-nc-sa/4.0/	B	0:15	1900-01-01 16:00:00	2018-10-22	2018-10-23	['']	Eastern Gray Squirrel	no	no	1	NaN	NaN	10.0	22.0	16.0	0.0
5794	56292	435682	Sonus	naturalis	NaN	Soundscape	Thomas G. Graves	United States	Morro Bay, Morro Strand State Beach, San Luis Obispo County, California	35.3975	-120.8671	0	call	//www.xeno-canto.org/435682	//www.xeno-canto.org/435682/download	XC435682-20 Willet?, mix, Morro Bay, Alva Paul Beach, 9-8-18.mp3	{'small': '//www.xeno-canto.org/sounds/uploaded/KGOCOOKTTU/ffts/XC435682-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/KGOCOOKTTU/ffts/XC435682-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/KGOCOOKTTU/ffts/XC435682-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/KGOCOOKTTU/ffts/XC435682-full.png'}	//creativecommons.org/licenses/by-nc-sa/4.0/	B	0:10	1900-01-01 09:35:00	2018-09-08	2018-09-23	['Tringa semipalmata', 'Limosa fedoa', 'Thalasseus elegans']	Willet's :"laugh" call, Marbled Godwit's "gur-rik" call? Birds seen on sandy beach, taking off in flight as I walked by (Recorded with Marantz PMD 661, Sennheiser ME62, 24 inch Roché parabola).	yes	no	1	NaN	NaN	9.0	8.0	9.0	35.0
5795	56300	410862	Sonus	naturalis	NaN	Soundscape	Bates Estabrooks	United States	Caryville, Campbell County, Tennessee	36.2974	-84.2647	900	song	//www.xeno-canto.org/410862	//www.xeno-canto.org/410862/download	XC410862-M-Unk-Cumberland Trailhead-180413-000.mp3	{'small': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC410862-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC410862-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC410862-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC410862-full.png'}	//creativecommons.org/licenses/by-nc-sa/4.0/	B	0:17	1900-01-01 08:00:00	2018-04-13	2018-04-15	['Setophaga citrina', 'Pipilo erythrophthalmus', 'Sitta carolinensis', 'Mniotilta varia']	I need ID help with the background song at ~1.5 and 11.5 secs. Consists of a several-note whistle starting at ~4Khz and sliding slightly downscale. Thanks.	no	no	0	NaN	NaN	4.0	13.0	8.0	0.0
5796	56328	313197	Sonus	naturalis	NaN	Soundscape	Bates Estabrooks	United States	Townsend, Blount County, Tennessee	35.6293	-83.7287	500	song	//www.xeno-canto.org/313197	//www.xeno-canto.org/313197/download	XC313197-Schoolhouse Gap Unknown 2.mp3	{'small': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC313197-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC313197-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC313197-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC313197-full.png'}	//creativecommons.org/licenses/by-nc-sa/4.0/	B	0:12	1900-01-01 07:00:00	2016-04-21	2016-04-21	['Setophaga virens', 'Parkesia motacilla', 'Baeolophus bicolor']	NaN	no	no	0	NaN	NaN	4.0	21.0	7.0	0.0
5797	56340	278258	Sonus	naturalis	NaN	Soundscape	Bates Estabrooks	United States	Caryville, Campbell County, Tennessee	36.2925	-84.2624	900	call	//www.xeno-canto.org/278258	//www.xeno-canto.org/278258/download	XC278258-GWM Unk-Audio recording 2015-09-07 08-28-38.mp3	{'small': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC278258-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC278258-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC278258-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/NRJIPZPNRN/ffts/XC278258-full.png'}	//creativecommons.org/licenses/by-nc-sa/4.0/	B	0:17	1900-01-01 08:00:00	2015-09-07	2015-09-08	['']	Based on Forum comments, I now suspect this is an Eastern Chipmunk. (Edited 9-9-15.)	no	no	1	NaN	NaN	9.0	7.0	8.0	0.0
5798	56347	277076	Sonus	naturalis	NaN	Soundscape	Terry Davis	United States	4 (near Mansfield), Red River Parish, Louisiana	32.1232	-93.4711	40	song	//www.xeno-canto.org/277076	//www.xeno-canto.org/277076/download	XC277076-05bevi06291516.mp3	{'small': '//www.xeno-canto.org/sounds/uploaded/VREQOVRYQI/ffts/XC277076-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/VREQOVRYQI/ffts/XC277076-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/VREQOVRYQI/ffts/XC277076-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/VREQOVRYQI/ffts/XC277076-full.png'}	//creativecommons.org/licenses/by-nc-sa/4.0/	B	0:11	1900-01-01 07:00:00	2015-06-29	2015-08-31	['Cardinalis cardinalis', 'Spiza americana', 'Vireo bellii', 'Icterus galbula', 'Agelaius phoeniceus']	Marker approximate. Poor short. Note Yellow-breasted chat/ Upland Sandpiper call after 0:1 Along with one or two of the earlier Upland Sandpiper-like calls, this particular one certainly sounds more like Yellow-breasted Chat to me	unknown	unknown	0	NaN	NaN	6.0	29.0	7.0	0.0
5799	56349	276699	Sonus	naturalis	NaN	Soundscape	Terry Davis	United States	4 (near Mansfield), Red River Parish, Louisiana	32.1251	-93.4715	40	song	//www.xeno-canto.org/276699	//www.xeno-canto.org/276699/download	XC276699-07bevi06281548.mp3	{'small': '//www.xeno-canto.org/sounds/uploaded/VREQOVRYQI/ffts/XC276699-small.png', 'med': '//www.xeno-canto.org/sounds/uploaded/VREQOVRYQI/ffts/XC276699-med.png', 'large': '//www.xeno-canto.org/sounds/uploaded/VREQOVRYQI/ffts/XC276699-large.png', 'full': '//www.xeno-canto.org/sounds/uploaded/VREQOVRYQI/ffts/XC276699-full.png'}	//creativecommons.org/licenses/by-nc-sa/4.0/	B	0:10	1900-01-01 09:56:00	2015-06-28	2015-08-28	['Spiza americana', 'Molothrus ater', 'Vireo bellii', 'Pipilo erythrophthalmus', 'Icteria virens', 'Icterus spurius']	Fol xc268694. Poor short	unknown	no	0	NaN	NaN	6.0	28.0	9.0	56.0

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